The neural network for each TradeShark market was trained and tested using actual market data provided by the TradersOnly Data Center. The training process included correlation analysis, advanced input selection, dynamic optimization, and numerous advanced statistical techniques.
The Neural Index predicts if a 3 period moving average of typical price will be higher or lower two trading periods in the future. Since this prediction is either correct or incorrect, its accuracy can be measured in terms of percent correct.
For example, if the Neural Index is correct 86 of 100 periods, then the accuracy is 86%
For any period where the prediction is indeterminate, it is shown as 'n/a'. 'n/a' periods are specifically excluded from the accuracy calculations.
The training periods and tested accuracies for all markets are listed below by type of market.
Futures and Commodities
Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market's Neural Index prediction.
Percentage | Markets |
---|---|
85.6% | 10 Year U.S. Treasury Notes |
84.4% | 2 Year U.S. Treasury Notes |
81.7% | 5 Year U.S. Treasury Notes |
82.7% | Australian Dollar |
82.2% | Brent Crude |
84.1% | British Pound |
79.6% | CAC-40 |
82.7% | Canadian Dollar |
78.2% | Canola |
71.8% | Cocoa |
80.7% | Coffee |
77.7% | COMEX miNY Gold |
76.1% | COMEX miNY Silver |
80.2% | Copper |
77.0% | Corn |
80.6% | Cotton |
80.9% | DAX |
81.8% | DJ Euro Stoxx 50 |
80.4% | DJUA |
77.8% | E-Mini DJIA |
79.8% | E-Mini Euro FX |
79.1% | E-Mini Japanese Yen |
80.0% | E-mini Light Sweet Crude Oil |
79.2% | E-Mini NASDAQ 100 |
82.7% | E-mini Natural Gas |
78.6% | E-Mini S&P 500 |
85.0% | Euro |
77.8% | Euro Bund |
83.9% | Eurodollar |
80.5% | Feeder Cattle |
80.4% | FTSE 100 |
75.0% | Gold |
83.8% | Hang Seng |
83.2% | Heating Oil |
79.1% | Japanese Yen |
73.8% | Kansas City Wheat |
74.6% | Lean Hogs |
80.5% | Light Sweet Crude Oil |
87.0% | Live Cattle |
79.6% | Lumber |
84.3% | Mexican Peso |
75.2% | Mini Corn |
79.3% | Mini Russell 2000 |
83.3% | Mini Soybeans |
79.0% | Mini Wheat |
78.9% | NASDAQ Composite |
83.8% | Natural Gas |
78.7% | Nikkei 225 |
75.9% | Oats |
86.1% | Orange Juice |
83.3% | Palladium |
80.9% | Platinum |
83.8% | RBOB Gasoline |
80.2% | Rough Rice |
75.9% | S&P 100 |
78.1% | S&P 500 |
84.6% | Share Price Index 200 |
76.6% | Silver |
72.2% | Singapore Straits Times |
76.5% | Soybean Meal |
79.1% | Soybean Oil |
84.4% | Soybeans |
77.7% | Sugar #11 |
77.2% | Swiss Franc |
87.1% | U.S. Dollar IDX |
79.5% | U.S. Treasury Bonds |
78.4% | VIX Index |
79.4% | Wheat |
The average accuracy was 80.1% with a low of 71.8% for Cocoa and a high of 87.1% for U.S. Dollar IDX.
Forex
Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market's Neural Index prediction.
Percentage | Pairs |
---|---|
74.6% | Australian Dollar / Canadian Dollar |
80.2% | Australian Dollar / Japanese Yen |
79.2% | Australian Dollar / New Zealand Dollar |
71.4% | Australian Dollar / Swiss Franc |
80.2% | Australian Dollar / U.S. Dollar |
81.2% | British Pound / Australian Dollar |
81.4% | British Pound / Canadian Dollar |
87.5% | British Pound / Japanese Yen |
75.9% | British Pound / New Zealand Dollar |
85.0% | British Pound / Swiss Franc |
83.5% | British Pound / U.S. Dollar |
81.4% | Canadian Dollar / Japanese Yen |
77.1% | Canadian Dollar / Swiss Franc |
77.2% | Euro / Australian Dollar |
85.1% | Euro / British Pound |
84.6% | Euro / Canadian Dollar |
75.0% | Euro / Japanese Yen |
84.3% | Euro / New Zealand Dollar |
75.6% | Euro / Swiss Franc |
88.8% | Euro / U.S. Dollar |
85.0% | New Zealand Dollar / Canadian Dollar |
75.2% | New Zealand Dollar / Japanese Yen |
76.1% | New Zealand Dollar / Swiss Franc |
77.7% | New Zealand Dollar / U.S. Dollar |
81.1% | Singapore Dollar / Japanese Yen |
78.6% | Swiss Franc / Japanese Yen |
79.1% | U.S. Dollar / Brazilian Real |
82.4% | U.S. Dollar / Canadian Dollar |
79.2% | U.S. Dollar / Indian Rupee |
82.9% | U.S. Dollar / Israeli Shekel |
80.5% | U.S. Dollar / Japanese Yen |
83.1% | U.S. Dollar / Mexican Peso |
76.1% | U.S. Dollar / Singapore Dollar |
84.8% | U.S. Dollar / South African Rand |
78.6% | U.S. Dollar / Swiss Franc |
The average accuracy was 80.3% with a low of 71.4% for Australian Dollar / Swiss Franc and a high of 88.8% for Euro / U.S. Dollar.
U.S. Stocks and ETFs
Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market's Neural Index prediction.
Percentage | Stock |
---|---|
76.1% | 1-800-Flowers |
75.2% | 3D Systems |
81.7% | 3M |
80.4% | 51job Inc |
77.1% | 8x8 Inc |
83.9% | A. Schulman |
75.4% | A.M. Castle & Co |
81.8% | AAR Corp |
80.6% | AB InBev |
76.6% | Abaxis |
77.4% | ABB Ltd |
81.9% | Abbott |
76.4% | Abercrombie & Fitch |
78.2% | ABIOMED |
80.4% | ABM Industries |
76.6% | Abraxas Petroleum |
75.9% | Acadia Healthcare Company |
86.4% | ACADIA Pharmaceuticals |
74.8% | Accelerate Diagnostics |
73.6% | Accenture |
74.8% | Activision |
78.7% | Addus HomeCare |
79.6% | Adobe |
77.1% | Advance Auto Parts |
78.5% | Advanced Emissions Solutions |
83.6% | Advaxis |
83.5% | AES |
75.5% | Aetna |
78.2% | Affiliated Managers Group |
79.4% | Aflac |
82.4% | Agco |
82.1% | Agilent Technologies |
83.0% | Agrium |
80.0% | AIG |
79.2% | Air Products & Chemicals |
82.9% | AirMedia Group |
75.9% | AK Steel Holding |
74.1% | Akamai |
80.0% | Alaska Air Group |
77.8% | Albemarle |
83.5% | Alcoa Inc. |
82.1% | Alexion |
77.6% | Allegheny Technologies |
81.8% | Allergan Inc |
78.6% | Alliance Data Systems |
78.5% | Alliance Healthcare Services |
89.0% | Alliance One Intl |
83.2% | Allscripts Healtcare Solutions |
76.7% | Allstate |
77.3% | Alnylam Pharmaceuticals |
77.8% | Altria Group |
78.1% | Aluminum Corp. of China |
80.8% | AMAG Pharmaceuticals |
75.2% | Amazon.com |
77.1% | AMD |
76.6% | Amedisys Inc |
82.0% | Ameren |
80.9% | America Movil |
82.1% | American Airlines |
80.7% | American Assets Trust |
81.3% | American Axle & Manufacturing |
83.2% | American Capital Agency Corp |
78.3% | American Electric Power |
78.7% | American Express |
82.5% | American States Water |
75.9% | American Superconductor |
78.5% | American Tower |
80.4% | American Vanguard Corp |
77.7% | Ameriprise Financial |
78.7% | AmerisourceBergen |
76.6% | Ametek |
83.6% | Amgen |
78.0% | Amicus Therapeutics |
76.7% | AMN Healthcare Services |
80.6% | Amphenol |
84.8% | Anadarko Petroleum |
79.3% | Analog Devices |
78.2% | AngioDynamics |
74.8% | Anika Therapeutics |
83.6% | Annaly Capital Management |
74.5% | Anthem |
78.7% | Aon |
74.8% | Apache |
79.0% | Apartment Investment & Mgmt |
83.0% | Apple |
81.9% | Applied Materials |
76.4% | Aqua America |
78.5% | Arcelor Mittal |
81.5% | Archer-Daniels Midland |
75.5% | Assurant |
70.8% | AstraZeneca |
78.4% | AT&T |
78.3% | AU Optronics |
82.4% | Autodesk |
76.2% | Automatic Data Processing |
74.3% | AutoNation |
81.3% | AutoZone |
80.9% | AvalonBay Communities |
77.1% | Avery Dennison |
78.7% | Avon |
80.6% | B&G Foods |
73.2% | Baidu.com |
76.3% | Baker Hughes |
76.0% | Balchem Corp |
76.4% | Ball Corp |
78.4% | Bank of America |
78.1% | Bank of New York |
82.7% | Barclays |
76.8% | Barrick Gold |
77.2% | Basic Energy Services |
78.8% | Baxter |
79.5% | BB&T |
79.6% | BE Aerospace |
83.3% | Beacon Roofing Supply |
80.5% | Becton Dickinson and Co |
76.0% | Bed Bath & Beyond |
80.6% | Bemis Co |
72.6% | Berkshire Hathaway |
78.0% | Best Buy |
82.9% | BHP Billiton |
81.3% | Big Lots |
71.6% | Bill Barrett Corp |
82.2% | Bio Time |
77.0% | BioDelivery Sciences International |
75.2% | Biogen Idec |
75.0% | BIOLASE |
71.7% | BioScrip Inc |
78.8% | BlackBerry |
78.3% | BlackRock |
78.4% | Boeing |
78.9% | Boingo Wireless |
76.6% | Bon-Ton Stores |
75.7% | BorgWarner |
75.7% | Boston Beer |
75.9% | Boston Properties |
80.9% | Boston Scientific |
81.4% | BP |
76.0% | Bridgepoint Education |
80.2% | Briggs & Stratton |
74.6% | Bristol-Myers Squibb |
81.0% | Broadcom Ltd |
79.2% | Brown-Forman |
74.1% | Buffalo Wild Wings |
77.2% | Builders FirstSource |
81.4% | Bunge |
80.2% | C.R. Bard |
72.6% | CA |
75.7% | Cabot Microelectronics |
77.2% | Cabot Oil & Gas |
75.7% | CACI International |
77.1% | Cadence |
75.2% | Calamos Asset Management |
82.2% | CalAmp Corp |
81.1% | Caleres |
84.2% | Cameco |
81.1% | Campbell Soup |
74.3% | Canadian National Railway |
76.9% | Canadian Solar |
75.2% | Canon |
76.1% | Capital One |
79.1% | Capstead Mortgage |
77.0% | Cardinal Health |
72.8% | Career Education Corp |
79.8% | CarMax |
73.9% | Carnival Corp |
83.2% | Caterpillar |
80.0% | Cavium |
78.8% | CB Richard Ellis Group |
82.7% | CBOE Holdings |
73.9% | CBS |
77.1% | Cedar Fair |
74.3% | Celgene |
82.2% | Celldex Therapeutics |
84.1% | Cemex |
83.0% | CenterPoint Energy |
83.0% | Century Aluminum |
71.7% | Century Bancorp |
78.0% | CenturyLink |
84.8% | Cepheid |
76.6% | Cerner Corporation |
83.8% | CF Industries Holdings |
86.8% | CH Robinson Worldwide |
76.8% | Changyou.com Limited |
79.3% | Charles Schwab |
76.6% | Chart Industries |
77.3% | Charter Communications |
74.8% | Check Point Software Technologies |
76.6% | Cheesecake Factory |
81.5% | Chemtura Corporation |
78.0% | Chesapeake Energy |
76.2% | Chevron |
77.1% | Chicago Bridge & Iron |
78.7% | Chicago Mercantile Exchange |
81.3% | Chico's |
74.8% | China Automotive Systems |
72.9% | China Cord Blood |
75.5% | China Eastern Airlines |
79.4% | China Finance Online |
80.6% | China Green Agriculture |
73.4% | China Information Technology |
77.8% | China Mobile |
77.3% | China Petroleum & Chemical Corp |
77.1% | China Southern Airlines |
81.0% | China Unicom (Hong Kong) Limited |
75.9% | ChinaCache International Holdings |
77.6% | ChipMOS Global |
80.5% | Chipotle Mexican Grill |
72.2% | Christopher & Banks Corporation |
76.6% | Chubb |
79.0% | Chunghwa Telecom |
82.9% | Cigna |
77.2% | Cimarex Energy Co. |
75.5% | Cincinnati Financial |
77.5% | Cintas |
75.7% | Cisco |
80.0% | Citigroup |
78.4% | Citrix Systems |
70.8% | Cliffs Natural Resources |
78.3% | Clorox |
82.1% | CMS Energy |
78.8% | Cninsure Inc |
78.0% | Coach |
75.5% | Coca-Cola |
75.5% | Coca-Cola Enterprises |
79.1% | Coeur d'Alene Mines |
79.4% | Cognizant Tech Solutions |
78.8% | Colgate-Palmolive |
77.6% | Comcast |
82.5% | Comerica |
84.3% | Commercial Metals |
76.6% | Companhia de Saneamento Basico de Sao Paulo |
80.2% | Companhia Energetica de Minas Gerais |
74.8% | Compass Minerals |
83.7% | Computer Sciences |
81.1% | ConAgra Foods |
78.4% | ConocoPhillips |
85.6% | CONSOL Energy |
82.4% | Consolidated Edison |
78.0% | Constellation Brands |
77.3% | Consumer Discretionary SPDR |
83.2% | Consumer Staples Select SPDR |
80.9% | Copart |
75.5% | Corning |
76.4% | Corrections Corp of America |
76.1% | Costco Wholesale |
74.8% | Cousins Properties |
79.2% | Craft Brew Alliance |
75.7% | Cree Research |
75.7% | Crown Castle International |
77.7% | Crown Holdings |
76.1% | CSX |
75.7% | Ctrip.com International |
83.3% | CubeSmart |
77.6% | Cummins |
83.2% | Curis |
76.6% | CurrencyShares Australian Dollar Trust |
75.5% | CurrencyShares British Pound Sterling Trust |
81.9% | CurrencyShares Canadian Dollar Trust |
86.8% | CurrencyShares Euro Trust |
78.9% | CurrencyShares Japanese Yen Trust |
79.6% | CurrencyShares Swiss Franc Trust |
75.4% | Curtiss-Wright Corporation |
86.4% | Cypress Semiconductor |
85.2% | CYS Investments |
77.3% | D.R. Horton |
76.4% | Danaher |
77.9% | Darden Restaurants |
84.3% | Davita |
79.5% | DCT Industrial Trust |
78.1% | Dean Foods |
76.8% | Deckers Outdoor |
79.4% | Delphi Automotive |
83.2% | Delta Air Lines |
81.8% | Denbury Resources |
81.7% | Dentsply |
73.5% | Derma Sciences |
80.7% | Devon Energy |
77.8% | DeVry |
78.2% | Diageo |
75.5% | Diamond Offshore Drilling |
74.8% | Diamonds |
85.1% | Diana Shipping |
82.0% | Diebold |
74.1% | Direxion Daily China Bull 3x Shares |
78.7% | Direxion Daily Energy Bear 3X ETF |
75.2% | Direxion Daily FTSE China Bear 3X |
80.4% | Direxion Daily Latin America Bull 3x Shares |
73.6% | Direxion Daily S&P 500 Bull 3X ETF |
75.9% | Direxion Energy Bull 3x Shares |
77.1% | Discover Financial Services |
80.4% | Discovery Communications |
78.1% | DJ Wilshire REIT |
75.2% | Dollar General |
77.2% | Dollar Tree |
76.1% | Dominion Resources |
76.9% | Dominoes Pizza |
78.8% | Dover |
78.9% | Dow Chemical |
80.5% | Dr Pepper Snapple Group |
81.5% | Dr. Reddy's Laboratories |
79.1% | DTE Energy |
77.0% | Duke Energy |
80.0% | Dun & Bradstreet |
79.6% | DuPont |
78.1% | Dynavax Technologies |
78.6% | E*TRADE Financial |
81.7% | Eagle Materials |
75.9% | EarthLink |
77.4% | Eastman Chemical |
80.4% | Eaton |
73.2% | eBay |
70.6% | Ecolab |
76.8% | E-Commerce China Dangdang |
77.6% | Edison Intl |
75.7% | Edwards Lifesciences |
72.2% | eGain Corporation |
79.5% | Electronic Arts |
75.2% | Eli Lilly |
73.7% | Elizabeth Arden |
77.6% | EMC |
78.5% | Emerson |
83.3% | EnCana |
79.5% | Encore Wire |
83.8% | Energen Corp |
80.4% | Energy Recovery |
78.1% | Energy Sector SPDR |
77.1% | Ensco Intl |
81.0% | Entergy |
71.3% | Entravision Communications Corporation |
77.7% | EOG Resources |
79.1% | EQT Corp |
77.9% | Equifax |
73.9% | Equinix |
77.4% | Equity Commonwealth |
78.2% | Equity Residential |
86.0% | Essendant |
83.0% | Essex Property Trust |
79.6% | Estee Lauder |
84.1% | Eversource Energy |
73.2% | Exelixis |
81.9% | Exelon |
73.4% | Expedia |
76.2% | Expeditors |
76.6% | Express Scripts |
77.2% | Extreme Networks |
72.1% | Exxon Mobil |
76.7% | EZCORP |
82.2% | F5 Networks |
72.6% | |
75.7% | Fastenal |
74.5% | Federal Realty Investment Trust |
78.1% | Federal Signal |
78.8% | Federated Investors |
81.1% | FedEx |
81.5% | Ferrellgas Partners |
74.0% | Fidelity National Information Services |
77.5% | Fifth Street Finance |
78.1% | Fifth Third Bancorp |
79.2% | Financial Sector SPDR |
80.8% | Finisar |
79.6% | First Horizon National |
80.4% | First Solar |
79.8% | FirstEnergy |
77.9% | FirstMerit |
79.5% | Fiserv |
75.0% | Flextronics |
80.0% | FLIR Systems |
76.8% | Flowserve |
84.1% | Fluor |
78.0% | FMC |
76.4% | FMC Technologies |
75.7% | Foot Locker |
73.6% | Ford Motor |
74.1% | Fossil Group |
73.4% | Francesca's Holdings Corporation |
76.9% | Franklin Resources |
75.2% | Freeport-McMoRan Copper & Gold |
85.5% | Frontier Communications |
74.8% | Frontline |
80.0% | FuelCell Energy |
75.7% | GAIN Capital Holdings |
79.6% | Galena Biopharma |
77.7% | Gamestop |
78.3% | Gap |
76.4% | Garmin |
77.4% | Gastar Exploration |
82.5% | GATX |
80.4% | General Dynamics |
75.9% | General Electric |
84.2% | General Growth Properties |
80.9% | General Mills |
78.3% | General Motors |
83.6% | Genuine Parts |
79.2% | Genworth Financial |
79.3% | Gerdau |
83.0% | Geron |
80.4% | Gilead Sciences |
74.8% | Goldcorp |
77.5% | Goldman Sachs |
79.5% | Goodyear Tire & Rubber |
79.3% | |
72.9% | Gordmans Stores |
75.2% | Graham Holdings |
79.2% | Gray Television |
78.2% | Great Lakes Dredge & Dock |
74.3% | Groupon |
80.6% | Guangshen Railway |
79.8% | Guaranty Bancorp |
71.6% | Gulf Resources |
74.5% | H&R Block |
73.6% | Hain Celestial Group |
78.4% | Halliburton |
78.2% | Hanesbrands |
78.2% | Harley-Davidson |
76.5% | Harman International Industries |
74.3% | Harris |
75.0% | Hartford Financial |
75.9% | Hasbro |
83.9% | HCA Holdings |
79.3% | HCP |
84.0% | Headwaters |
79.4% | Health Care SPDR |
78.8% | Hecla Mining |
74.3% | Helmerich & Payne |
86.5% | Henry Schein |
77.9% | Heritage Commerce |
75.5% | Hershey |
79.8% | Hess |
72.8% | Hexcel |
76.8% | Himax Technologies |
75.5% | HollySys Automation Technologies |
76.2% | Hologic |
82.4% | Home Depot |
81.3% | Honda Motor |
75.7% | Honeywell Intl |
74.5% | Horizon Pharma |
82.1% | Hormel Foods |
74.3% | Hornbeck Offshore Services |
79.0% | Host Hotels & Resorts |
75.9% | HP |
83.7% | Huaneng Power International |
77.6% | Huazhu Hotels Group |
77.5% | Humana |
78.0% | Huntington Bancshares |
78.4% | Huntsman |
77.8% | IBM |
84.2% | ICICI Bank Ltd |
70.6% | Iconix Brand Group |
77.0% | IdaCorp |
78.2% | Illinois Tool Works |
74.8% | ImmunoGen |
79.6% | Immunomedics |
76.9% | Independence Holding |
75.0% | Industrial SPDR |
81.5% | Infinera Corporation |
78.4% | Infinity Pharmaceuticals |
77.7% | Infosys Ltd |
74.3% | Ingersoll-Rand |
74.0% | Ingram Micro |
76.7% | Innospec |
78.4% | Insulet Corporation |
71.6% | Integrated Device Technology |
77.7% | Intel |
83.0% | Inteliquent |
78.0% | Intercontinental Exchange |
77.1% | InterDigital |
75.9% | Interface |
80.4% | International Flavors & Fragrances |
75.5% | International Game Technology |
80.6% | International Paper |
76.1% | Interpublic Group |
78.2% | Intrepid Potash |
76.9% | Intuit |
82.3% | Intuitive Surgical |
75.7% | Invesco |
84.9% | IONIS Pharmaceuticals |
79.6% | iPath DJ-UBS Commodity IDX Total Return ETN |
76.3% | iPath S&P GSCI Crude Oil Total Return IDX ETN |
81.7% | iPath S&P GSCI Total Return IDX ETN |
79.2% | IPG Photonics |
75.9% | Iridium Communications |
84.8% | Iron Mountain |
81.3% | iShares Barclays 1-3Yr T-Bond |
80.2% | iShares Barclays 20+ T-Bond |
77.7% | iShares Barclays AGG Bond |
74.1% | iShares COMEX Gold Trust |
80.0% | iShares CS Realty Majors |
76.6% | iShares DJ Real Estate IDX |
79.1% | iShares DJ Select Dividend |
78.1% | iShares DJ TRANS AVG |
81.1% | iShares DJ US Consumer Gds |
77.6% | iShares FTSE/Xinhua China 25 IDX |
80.4% | iShares iBoxx $ High Yield Corporate Bd |
83.5% | iShares Mortgage Real Estate Capped |
77.1% | iShares MSCI Australia IDX |
77.5% | iShares MSCI Austria IDX |
74.6% | iShares MSCI Brazil IDX |
80.9% | iShares MSCI EAFE IDX |
81.7% | iShares MSCI Emerg Mkts IDX |
78.0% | iShares MSCI Germany IDX |
73.4% | iShares MSCI Hong Kong IDX |
74.1% | iShares MSCI Japan IDX |
74.7% | iShares MSCI Malaysia |
78.1% | iShares MSCI Mexico IDX |
75.7% | iShares MSCI South Korea IDX |
75.7% | iShares MSCI Switzerland IDX |
75.7% | iShares MSCI Taiwan IDX |
78.6% | iShares MSCI United Kingdom IDX |
78.5% | iShares NASDAQ Biotechnology IDX |
80.4% | iShares Russell 1000 Growth IDX |
71.8% | iShares Russell 1000 Value IDX |
76.4% | iShares Russell 2000 IDX |
81.6% | iShares Russell 2000 Value IDX |
76.2% | iShares S&P 100 IDX |
76.1% | iShares S&P 500 Value IDX |
78.0% | iShares S&P Europe 350 IDX |
82.6% | iShares S&P Global Energy Sector IDX |
82.7% | iShares S&P GSCI Commodity-Indexed Trust |
79.6% | iShares S&P Latin America 40 IDX |
75.7% | iShares S&P SmallCap 600 IDX |
73.9% | iShares Silver Trust |
81.1% | ITT |
75.7% | J.B. Hunt Transport Services |
81.9% | J.C. Penney |
76.1% | J.M. Smucker |
81.5% | JA Solar Holdings |
72.7% | Jabil |
80.2% | Jacobs Engineering Group |
75.7% | Janus Capital Group |
73.8% | JetBlue Airways |
79.1% | John Deere |
77.5% | Johnson & Johnson |
79.1% | Johnson Controls |
84.7% | Joy Global |
76.1% | JPMorgan Chase |
79.6% | Juniper Networks |
76.4% | Kandi Technologies Group |
75.0% | Kansas City Southern |
82.5% | Kate Spade & Company |
78.8% | KB Home |
73.0% | Kellogg |
78.1% | Keryx Biopharmaceuticals |
77.4% | KeyCorp |
81.1% | Kimberly-Clark |
73.6% | Kimco Realty |
76.6% | Kinder Morgan |
79.1% | Kingold Jewelry |
80.2% | KLA-Tencor |
79.0% | Knight Transportation |
80.7% | Kohl's |
83.0% | Kongzhong Corp. |
79.2% | Korea Electric Power |
77.4% | Kratos Defense & Security Solutions |
82.7% | Krispy Kreme Doughnuts |
77.5% | Kroger |
77.2% | L Brands |
80.9% | L-3 Communications Holdings |
77.1% | Laboratory Corp. of America |
72.6% | Lam Research Corporation |
76.6% | Landec |
75.0% | Landstar System |
77.0% | Lannett Company |
80.6% | Las Vegas Sands |
80.6% | Lattice Semiconductor |
82.1% | Legg Mason |
82.4% | Leggett & Platt |
79.0% | Leidos Holdings |
74.1% | Lennar |
78.3% | Leucadia National |
78.2% | Level 3 Communications |
77.4% | Lexicon Pharmaceuticals |
84.8% | Lexington Realty Trust |
74.8% | Lexmark |
80.6% | Limelight Networks |
82.4% | Lincoln National |
77.6% | Linear Technology |
80.4% | Lionbridge Technologies |
81.1% | Lockheed Martin |
76.6% | Loews |
81.3% | Louisiana-Pacific |
81.3% | Lowe's |
81.1% | lululemon athletica |
74.3% | LyondellBasell Industries NV |
71.0% | M&T Bank |
76.7% | Macerich |
80.9% | Macy's |
85.5% | Magna Intl |
79.2% | MannKind Corp |
77.3% | Marathon Oil |
82.7% | Marathon Petroleum Corporation |
77.1% | Marinemax |
78.8% | Market Vectors Gold Miners |
80.4% | Market Vectors Junior Gold Miners ETF |
77.2% | Market Vectors Oil Services ETF |
75.9% | Market Vectors Retail ETF |
75.5% | Market Vectors Semiconductor ETF |
82.4% | Market Vectors Steel Index Fund |
76.4% | Marriott |
76.4% | Marsh & Mclennan Co |
83.5% | Martin Marietta Materials |
80.0% | Marvell |
77.9% | Masco |
77.7% | Mastercard |
76.1% | Materials SPDR |
78.6% | Mattel |
83.3% | McCormick & Co |
77.3% | McDonald's |
81.3% | McKesson |
74.1% | MDC Holdings |
81.7% | Mead Johnson Nutrition |
73.4% | Media General |
76.5% | Medifast |
77.1% | Medtronic |
73.5% | Melco Crown Entertainment |
77.6% | Mentor Graphics |
76.1% | Merck |
82.9% | Meredith |
80.2% | Methanex |
80.2% | MetLife |
81.3% | Mettler-Toledo International |
82.0% | MGIC Investment Corp |
80.2% | Michael Kors Holdings Limited |
77.8% | Microchip Technology |
77.1% | Micron Technology |
79.8% | Microsoft |
76.1% | Midcap SPDR Trust |
80.2% | MiMedx Group |
74.1% | Mitsubishi UFJ |
74.5% | Mobile Telesystems OJSC |
82.9% | Mohawk Industries |
76.6% | Molina Healthcare |
78.9% | Molson Coors Brewing |
79.8% | Momenta Pharmaceuticals |
80.2% | Mondelez International |
74.8% | Monsanto |
77.8% | Monster Beverage |
78.5% | Monster Worldwide |
81.6% | Moody's |
76.6% | Morgan Stanley |
78.2% | Mosaic |
85.7% | Motorola |
81.8% | Murphy Oil |
77.6% | Mylan |
82.5% | Nabors Industries |
76.3% | NASDAQ OMX Group |
78.6% | National CineMedia |
81.5% | National Oilwell Varco |
75.2% | Nektar Therapeutics |
77.9% | Neonode |
78.9% | Net 1 Ueps Technologies |
77.5% | NetEase |
70.9% | Netflix |
75.7% | Network Appliance |
78.4% | Neurocrine Biosciences |
80.2% | NeuStar |
78.6% | New York Times Company |
79.8% | Newell Rubbermaid |
79.3% | Newfield Exploration Co |
76.9% | Newmont Mining |
81.3% | Newpark Resources |
80.2% | Nexstar Broadcasting Group |
83.0% | NextEra Energy |
73.2% | Nielsen Holdings |
76.6% | Nike |
77.7% | NiSource |
78.3% | Nissan Motor |
82.2% | Noble Corp |
75.5% | Noble Energy |
71.7% | Nokia |
89.0% | Nordic American Tankers |
81.7% | Nordstrom |
79.3% | Norfolk Southern |
86.7% | Northern Oil and Gas |
78.3% | Northern Trust |
73.6% | Northrop Grumman |
76.4% | Novartis |
77.9% | Novavax |
77.3% | NQ Mobile |
84.2% | NRG Energy |
78.8% | Nuance |
75.0% | Nucor |
77.1% | NutriSystem |
79.6% | NVIDIA |
78.9% | Oasis Petroleum |
81.2% | Office Depot |
82.7% | Olin |
76.0% | Omeros Corporation |
81.3% | Omnicom Group |
75.2% | ON Semiconductor |
82.6% | ONEOK |
77.6% | Opko Health |
75.5% | Oracle |
80.6% | OraSure Technologies |
84.1% | O'Reilly Automotive |
75.2% | Overstock.com |
79.0% | Owens & Minor |
81.5% | Owens Corning |
78.9% | Owens-Illinois |
75.7% | Oxy |
78.6% | PACCAR |
73.2% | Pacific Biosciences of California |
78.6% | Pacira Pharmaceuticals |
81.9% | Palo Alto Networks |
79.5% | Pan American Silver |
77.3% | Pandora Media |
80.0% | Panera Bread |
79.8% | Parker-Hannifin |
82.2% | Patterson Companies |
78.2% | Patterson-UTI Energy |
76.4% | Paychex |
78.1% | PDC Energy |
80.0% | PDL BioPharma |
78.0% | Pentair |
76.6% | People's United Financial |
76.9% | PepsiCo |
76.9% | PerkinElmer |
81.8% | Perrigo |
75.7% | Petrobras Energia |
80.0% | PetroChina |
78.4% | Petroleo Brasileiro |
74.5% | Pfizer |
85.6% | PG&E |
75.2% | PGT |
81.8% | Philip Morris International |
77.3% | Phillips 66 |
79.8% | Pinnacle West Capital |
77.1% | Pioneer Natural Resources |
75.2% | Pitney Bowes |
75.7% | Plains All American Pipeline |
78.9% | PNC |
81.7% | PolyOne |
77.9% | POOLCORP |
79.6% | Portland General Electric Company |
80.7% | PotashCorp |
76.6% | PowerShares DB Agriculture Fund |
74.3% | PowerShares DB Base Metals |
82.9% | PowerShares DB Commodity IDX Tracking Fund |
82.7% | PowerShares DB Energy Fund |
75.0% | PowerShares DB G10 Currency Harvest Fund |
75.0% | PowerShares DB Gold Fund |
77.7% | PowerShares DB Oil Fund |
76.4% | PowerShares DB Precious Metals Fund |
80.6% | PowerShares DB US Dollar IDN Bullish Fund |
79.8% | PowerShares DB US Dollar IDX Bearish Fund |
79.8% | PowerShares Dyn Bldg & Const. |
76.4% | PowerShares Gld Drg Haltr USX China |
80.2% | PowerShares QQQ |
75.5% | PowerShares Wilderhill Clean Energy |
75.7% | PPG Industries |
79.1% | PPL |
82.1% | Praxair |
78.8% | Priceline.com |
75.5% | Principal Financial Group |
86.4% | Procter & Gamble |
73.5% | Progressive |
81.3% | Prologis |
74.1% | ProShares Short Dow 30 |
76.6% | ProShares Short MidCap 400 |
77.7% | ProShares Short QQQ |
77.1% | ProShares Short Russell 2000 |
72.2% | ProShares Short S&P 500 |
78.4% | ProShares Short Small Cap 600 |
76.6% | ProShares Short VIX Short-Term Futures |
75.0% | ProShares Ultra S&P500 |
79.2% | ProShares UltraPro QQQ ETF |
77.0% | ProShares UltraShort Basic Materials |
75.2% | ProShares UltraShort Dow 30 |
84.4% | ProShares UltraShort Euro |
75.2% | ProShares UltraShort MidCap 400 |
79.3% | ProShares UltraShort Oil & Gas |
77.4% | ProShares UltraShort QQQ |
75.2% | ProShares UltraShort Russell 2000 |
74.6% | ProShares UltraShort S&P 500 |
70.9% | ProShares UltraShort Technology |
81.4% | ProShares UltraShort Treasury |
75.7% | ProShares UltraShort Utilities |
84.7% | Prospect Capital Corporation |
75.5% | Prudential Financial |
75.9% | Public Service Enterprise Group |
77.7% | Public Storage |
75.7% | Pulte Homes |
78.5% | PVH Corp |
77.5% | QEP Resources |
73.8% | Qlik Technologies |
74.8% | QLogic |
73.2% | QUALCOMM |
78.0% | Quanta Services |
77.0% | Quest Diagnostics |
75.0% | Radian Group |
83.2% | RAIT Financial Trust |
80.6% | Ralph Lauren Corporation |
75.5% | Rambus Inc |
80.2% | Randgold Resources |
79.1% | Range Resources |
73.2% | Rayonier |
75.9% | Raytheon |
74.3% | Realty Income Corp |
74.3% | Red Hat |
75.9% | Regeneron |
82.6% | Regions Financial |
76.8% | Reliance Steel & Aluminum |
75.5% | Repligen Corporation |
80.2% | Republic Services |
71.3% | Retail Opportunity Investments Corp |
78.2% | Revlon |
84.8% | Reynolds America |
75.0% | RGP |
82.6% | Rigel Pharmaceuticals |
82.7% | Robert Half |
79.4% | Rockwell Automation |
75.2% | Rockwell Collins |
80.2% | Rockwell Medical |
71.7% | Roper Industries |
75.7% | Ross Stores |
76.2% | Rowan Companies |
83.3% | Royal Bank of Canada |
75.9% | Royal Caribbean Cruises Ltd |
81.3% | RR Donnelley & Sons |
78.7% | Ruby Tuesday |
78.9% | Ruth's Hospitality Group |
78.4% | Ryanair Holdings |
80.0% | Ryder System |
76.6% | S&P Global |
80.6% | Salesforce.com |
83.5% | Sanchez Energy |
86.4% | Sangamo Biosciences |
82.1% | Sanmina Corporation |
79.8% | Santander |
77.5% | Sarepta Therapeutics |
79.8% | SCANA |
75.9% | Schlumberger |
83.2% | Scientific Games Corporation |
75.7% | Scorpio Tankers |
81.6% | Scripps Networks Interactive |
84.0% | SeaChange International |
78.0% | Seagate Technology |
78.2% | Sealed Air |
77.6% | Sears Holdings |
78.2% | Select Comfort Corporation |
80.2% | Select Medical Holdings |
80.9% | Sempra Energy |
75.0% | Service Corporation Intl |
73.8% | Sherwin-Williams |
75.9% | Sify Technologies |
75.7% | Sigma Designs |
74.6% | Silicon Motion Technology |
81.5% | Silver Standard Resources |
74.1% | Silver Wheaton |
74.5% | Simon Property Group |
73.4% | SINA Corp |
77.7% | Sinovac Biotech |
75.0% | Sirius XM Radio |
72.2% | SJW Corp |
80.4% | Skechers U.S.A. |
86.1% | Skyworks Solutions |
82.5% | SL Green Realty Corp |
79.4% | SLM |
81.6% | SM Energy |
77.8% | Smith & Wesson |
79.1% | Snap-On |
86.2% | Sohu.com |
77.7% | Sonic Corp |
82.9% | Sony Corp |
74.8% | Southern Company |
83.2% | Southwest Airlines |
78.3% | Southwestern Energy |
78.3% | Spartan Motors |
80.9% | SPDR S&P 500 Dividend |
76.1% | SPDR S&P 500 Growth |
72.1% | SPDR S&P 500 Homebuilders |
80.2% | SPDR S&P 500 Oil & Gas |
79.6% | SPDR S&P 500 Regional Banking |
78.0% | SPDR S&P 500 Semiconductors |
73.0% | SPDR S&P 500 Value |
81.1% | SPDR S&P Biotech ETF |
84.7% | SPDR S&P Metals and Mining ETF |
76.1% | SPDR S&P Retail |
78.3% | SPDR S&P Transportation ETF |
73.9% | SPDRs |
74.8% | Spectra Energy |
78.1% | Spectrum Pharmaceuticals |
71.4% | Spirit Airlines |
75.9% | Sprint Nextel |
84.1% | St Jude Medical |
75.0% | Stage Stores |
75.7% | Stamps.com |
82.2% | Stanley Black & Decker |
75.7% | Staples |
80.9% | Starbucks |
79.6% | Starwood Hotel & Resort World |
79.6% | State Street |
78.0% | Statoil ASA |
77.0% | Steel Dynamics |
83.5% | Stericycle |
84.5% | Steven Madden |
80.6% | Stillwater Mining |
82.1% | STMicroelectronics |
77.5% | Stratasys |
75.7% | Streettracks Gold Trust |
80.0% | Stryker |
76.3% | Sturm, Ruger & Co |
80.7% | SunCoke Energy |
79.6% | SunOpta |
80.7% | SunPower Corporation |
82.0% | Sunstone Hotel Investors |
78.1% | SunTrust Banks |
80.7% | SUPERVALU |
76.8% | Symantec |
74.0% | Synaptics |
78.9% | Synergy Pharmaceuticals |
82.2% | Synergy Resources |
76.2% | Sysco |
77.7% | T. Rowe Price Group |
75.2% | Taiwan Semiconductor Manufacturing |
81.8% | Take-Two Interactive Software |
73.5% | Tangoe |
81.8% | Target |
74.8% | TASER |
76.4% | Tata Motors Ltd |
77.9% | TE Connectivity |
77.6% | Team Health Holdings |
78.4% | Technology SPDR |
82.9% | Teekay Tankers |
75.2% | Tegna (Gannett) |
75.2% | Teledyne Technologies |
82.4% | Televisa |
78.1% | Tenaris |
75.4% | Tenet Healthcare |
76.2% | Tenneco |
71.9% | Teradata |
75.5% | Teradyne |
81.9% | Terex |
81.5% | Tesla Motors |
77.5% | Tesoro |
80.0% | Tessera Technologies |
72.6% | Teva Pharmaceutical Industries |
78.5% | Texas Instruments |
81.7% | Textron |
78.6% | The Andersons |
79.6% | The Buckle |
81.3% | The Children's Place |
75.9% | The Travelers |
75.0% | The9 Limited |
78.4% | Thermo Electron |
76.8% | Tiffany & Co |
76.1% | Tiger Media |
79.2% | Time Warner |
78.9% | Titan International |
82.2% | TiVo |
77.5% | TJX Companies |
78.5% | T-Mobile US |
80.7% | Torchmark |
77.5% | TOTAL |
77.7% | Total System Services |
76.1% | Toyota Motor |
78.3% | Transocean |
75.0% | TripAdvisor Inc |
80.4% | Twenty-First Century Fox |
80.0% | Twenty-First Century Fox A |
77.1% | Tyco |
81.6% | Tyson Foods |
78.2% | U.S. Steel |
76.9% | Ubiquiti Networks |
78.0% | UBS AG |
74.3% | ULTA Salon, Cosmetics & Fragrance |
79.4% | Under Armour |
77.4% | Unilife Corporation |
76.9% | Union Pacific |
79.8% | United Community Banks |
84.5% | United Continental Holding |
77.1% | United Healthcare |
75.2% | United Microelectronics Corporation |
83.5% | United Natural Foods |
72.9% | United Parcel Service |
80.7% | United Rentals |
78.1% | United States Natural Gas Fund |
82.1% | United States Oil |
76.4% | United Technologies |
74.5% | Universal Display Corp |
77.9% | Universal Health Services |
74.8% | Universal Insurance Holdings |
78.6% | Unum Group |
73.9% | Urban Outfitters |
76.7% | US Bancorp |
79.1% | USG |
79.3% | Utilities SPDR |
78.0% | UTStarcom |
76.4% | Vaalco Energy |
78.8% | Vale S.A. |
70.5% | Valero Energy |
79.4% | Vanda Pharmaceuticals |
75.0% | VanEck Vectors Pharmaceuticals ETF |
77.1% | Vanguard Emerging Markets |
80.2% | Vanguard FTSE Europe |
81.1% | Vanguard FTSE Pacific |
77.7% | Vanguard Materials |
76.5% | Vanguard REIT |
73.9% | Varian Medical Systems |
71.8% | VASCO Data Security International |
79.8% | Ventas |
77.4% | VeriSign |
80.9% | Verizon |
76.9% | Vertex Pharmaceuticals |
71.7% | VF Corp |
77.0% | Viacom |
77.3% | Visa |
74.8% | Vodafone |
77.7% | Vonage Holdings Corporation |
78.6% | Vornado Realty Trust |
76.4% | Vulcan Materials |
77.8% | W.R. Berkley |
79.6% | W.W. Grainger |
77.1% | Wabash National Corp |
76.6% | Walgreen Boots Alliance |
72.8% | Wal-Mart Stores |
79.6% | Walt Disney |
83.0% | Waste Management |
75.2% | Waters |
78.8% | Weatherford Intl |
78.7% | Web.com Group |
77.9% | WebMD Health |
78.7% | Webster Financial |
81.6% | WEC Energy Group |
76.3% | WellCare Health Plans |
79.0% | Wells Fargo |
80.3% | Welltower |
76.6% | Wendy's |
82.9% | Werner Enterprises |
77.1% | West Pharmaceutical Services |
82.0% | Western Digital |
82.9% | Western Refining |
76.5% | Western Union |
84.3% | Whirlpool |
80.4% | Whiting Petroleum |
73.4% | Whole Foods Market |
84.0% | Williams Companies |
78.8% | Williams-Sonoma |
76.6% | Windstream |
78.2% | Wipro |
78.7% | WisdomTree Europe Hedged Equity |
73.1% | WisdomTree India Earnings |
82.7% | WisdomTree Investments |
78.8% | WNS (Holdings) Ltd |
79.7% | Wolverine World Wide |
76.0% | WPX Energy |
76.9% | Wyndham Worldwide |
77.4% | Wynn Resorts |
79.5% | Xcel Energy |
88.0% | Xerium Technologies |
78.7% | Xerox |
72.6% | Xilinx |
78.3% | XL Capital |
78.1% | Xylem |
72.3% | Yahoo! |
77.6% | Yamana Gold |
76.1% | Yum! Brands |
73.1% | Zimmer Holdings |
79.1% | Zions Bancorp |
83.8% | ZIOPHARM Oncology |
83.3% | Zogenix |
The average accuracy was 78.3% with a low of 70.5% for Valero Energy and a high of 89.0% for Alliance One Intl & Nordic American Tankers.
Canada Stocks and ETFs
Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market's Neural Index prediction.
Percentage | Stock |
---|---|
74.5% | Aberdeen Asia-Pacific Income Investment Company |
83.3% | Absolute Software |
80.6% | Aecon Group |
81.4% | AGF Management |
74.8% | Agnico-Eagle Mines |
78.4% | Agrium TSX |
74.1% | Aimia |
78.8% | Air Canada |
75.2% | Alacer Gold |
82.8% | Alamos Gold |
79.5% | Alaris Royalty |
77.5% | Algonquin Power & Utilities |
72.6% | Alimentation Couche-Tard |
80.4% | Allied Properties REIT |
77.8% | AltaGas |
76.0% | Altius Minerals |
78.2% | Altus Group |
77.5% | ARC Resources |
77.7% | Arsenal Energy |
80.2% | Artis REIT |
80.4% | Atco |
80.9% | ATS Automation Tooling Systems |
74.3% | AutoCanada |
81.0% | Avigilon |
82.2% | Badger Daylighting |
74.8% | Ballard Power Systems |
81.1% | Bank of Montreal |
80.4% | Bankers Petroleum |
73.2% | Barrick Gold TSX |
83.2% | Baytex Energy Corp |
82.3% | BCE |
80.9% | Birchcliff Energy |
80.9% | Bird Construction |
80.0% | BlackBerry TSX |
79.2% | Boardwalk REIT |
77.8% | Bombardier |
83.5% | Bonavista Energy Corporation |
76.1% | Boralex |
79.3% | Boston Pizza Royalities Income Fund |
77.4% | Brompton VIP Income Fund |
79.8% | Brookfield Asset Management |
76.9% | Brookfield Renewable Energy Partners |
74.5% | CAE |
76.4% | Calfrac Well Services |
80.9% | Calian Group |
79.8% | Cameco TSX |
86.1% | Canadian Apartment Properties REIT |
77.8% | Canadian Fundamental Index Fund |
84.1% | Canadian Imperial Bank of Commerce |
78.0% | Canadian Life Companies Split |
82.1% | Canadian National Railway TSX |
80.0% | Canadian National Resources |
76.1% | Canadian Pacific Railway |
88.5% | Canadian REIT |
82.0% | Canadian Utilities |
83.5% | Canadian Western Bank |
75.2% | Canfor |
74.3% | Canfor Pulp Products Inc. |
80.9% | Canyon Services |
75.9% | Capital Power |
75.7% | Cardiome Pharma |
78.8% | Cascades |
80.6% | CCL Industries |
81.3% | Celestica |
79.1% | Cenovus Energy |
75.2% | Centerra Gold |
77.9% | CGI Group |
78.9% | Chartwell Seniors Housing REIT |
78.5% | Chemtrade Logistics Income Fund |
80.4% | Chorus Aviatio |
79.0% | CI Financial |
76.8% | Cineplex |
81.3% | Claymore S&P/TSX Canadian Dividend |
82.1% | Cogeco Cable |
80.0% | Cominar REIT |
82.1% | Computer Modelling Group |
81.7% | Constellation Software |
81.7% | Corus Entertainment |
77.3% | Cott |
79.3% | Crescent Point Energy |
76.4% | Crew Energy |
80.4% | Crombie REIT |
76.2% | Delphi Energy |
86.1% | Denison Mines |
82.1% | Descartes Systems |
75.5% | Detour Gold |
81.1% | DH Corp |
77.3% | DirectCash Payments, Inc |
75.7% | Dividend 15 Split Corp |
76.9% | Dollarama |
79.8% | Dominion Diamond |
82.2% | Domtar |
81.1% | Dorel Industries |
80.4% | Dream Office Real Estate Investment Trust |
74.8% | Dundee Corporation |
71.6% | Dundee Precious Metals |
79.8% | Eldorado Gold |
76.6% | Element Financial |
82.1% | Emera |
75.0% | Empire Company |
76.4% | Enbridge |
72.0% | Enbridge Income Fund Holdings, Inc |
78.3% | EnCana TSX |
79.8% | Endeavour Mining |
75.2% | Endeavour Silver |
77.8% | EnerCare |
82.7% | Enerflex |
82.9% | Enerplus Resources Fund |
75.0% | EnerVest Diversified Income Trust |
83.0% | Enghouse Systems |
81.4% | Ensign Energy Services |
70.7% | Evertz Technologies |
78.9% | Exchange Income |
79.3% | Extendicare REIT |
84.6% | Fairfax Financial Holdings |
77.5% | Finning International |
79.5% | First Capital Realty |
84.1% | First Majestic Silver |
82.9% | First Quantum Minerals |
82.1% | Fortis |
78.6% | Fortuna Silver Mines |
73.4% | Franco-Nevada Corp |
81.8% | Freehold Royalties, Ltd |
82.6% | Genworth MI Canada |
78.5% | George Weston |
75.7% | Gibson Energy |
76.6% | Goldcorp TSX |
79.4% | Great Canadian Gaming |
79.3% | Great-West Lifeco |
81.0% | Guyana Goldfields |
78.7% | H&R REIT |
77.8% | HNZ Group |
83.5% | Home Capital Group |
75.7% | Horizons BetaPro S&P/TSX 60 Bear |
77.1% | Horizons BetaPro S&P/TSX 60 Bull |
81.3% | Horizons BetaPro S&P/TSX Capped Financials Bear Plus |
84.5% | Horizons BetaPro S&P/TSX Capped Financials Bull Plus |
76.4% | Horizons BetaPro S&P/TSX Global Gold Bull Plus |
79.8% | HudBay Minerals |
83.3% | Husky Energy |
79.2% | IAMGOLD |
80.2% | IGM Financial |
80.7% | Imperial Metals |
77.3% | Imperial Oil |
79.5% | Industrial Alliance Insurance and Financial Services |
78.0% | Innergex Renewable Energy |
83.6% | InnVest REIT |
81.1% | Intact Financial |
77.3% | Inter Pipeline Ltd |
79.8% | Interfor |
78.8% | Intertape Polymer Group |
78.4% | iShares BRIC Index Fund |
80.0% | iShares Capped Comp Index Fund |
77.2% | iShares DEX All Corp Bond Index Fund |
77.7% | iShares DEX Real Return Bond Index Fund |
73.8% | iShares DEX Short Term Bond Index |
79.6% | iShares DOW Canada Select Dividend Index Fund |
75.2% | iShares MSCI EAFE Index CAD Hedge |
74.1% | iShares S&P 500 Index CAD Hedge |
80.5% | iShares S&P/TSX 60 Index Fund |
77.6% | iShares S&P/TSX Capped Energy Index |
85.8% | iShares S&P/TSX Capped Financial Index |
79.5% | iShares S&P/TSX Capped Info Technology Index Fund |
73.6% | iShares S&P/TSX Capped Materials Index Fund |
85.7% | iShares S&P/TSX Capped REIT Index |
75.9% | iShares S&P/TSX Global Gold Index Fund |
84.3% | iShares S&P/TSX Income Trust Fund Index |
76.1% | Ithaca Energy |
77.1% | Jean Coutu Group |
80.9% | Just Energy Group |
77.6% | Keg Royalties Income Fund |
78.9% | Keyera |
81.3% | Kinross Gold |
75.9% | Kirkland Lake Gold |
75.7% | Labrador Iron Ore Royalty Corp |
83.2% | Laurentian Bank of Canada |
82.9% | Linamar Corporation |
83.3% | Liquor Stores N.A. Ltd |
81.4% | Loblaw Companies |
73.2% | Lundin Mining |
72.5% | MacDonald Dettwiler and Associates |
81.6% | MAG Silver Corp |
81.3% | Magna International |
75.9% | Mainstreet Equity |
81.0% | Major Drilling Group International |
76.9% | Manitoba Telecom Services |
80.6% | Manulife Financial |
84.5% | Maple Leaf Foods |
80.6% | Martinrea International |
79.6% | McEwen Mining |
73.8% | Melcor Developments |
78.4% | Methanex TSX |
76.8% | Metro |
80.0% | Morguard |
86.1% | Morguard REIT |
76.9% | Morneau Shepell Inc |
73.8% | Mountain Province Diamonds |
77.9% | Mullen Group |
86.7% | National Bank of Canada |
80.0% | Nevsun Resources |
76.1% | New Flyer Industries |
75.0% | New Gold |
78.9% | Norbord |
80.4% | North West Company |
80.7% | Northland Power |
76.6% | NovaGold Resources |
84.3% | NuVista Energy |
79.0% | OceanaGold |
79.0% | Onex |
78.0% | Open Text |
81.7% | Painted Pony Petroleum |
80.0% | Pan American Silver TSX |
75.5% | Paramount Resources |
79.8% | Parkland Fuel |
78.4% | Pason Systems |
77.2% | Pembina Pipeline Corporation |
77.1% | Pengrowth Energy Trust |
77.2% | Penn West Exploration |
74.3% | Peyto Exploration & Development |
76.7% | PHX Energy Services |
79.8% | Pizza Pizza Royalty Corp |
75.0% | POET Technologies |
80.0% | Polymet Mining |
79.5% | PotashCorp TSX |
83.0% | Power Financial |
79.8% | Precision Drilling |
81.4% | Premier Gold Mines |
70.9% | Premium Brands Holdings |
75.5% | Premium Income |
78.3% | Pretium Resources |
83.2% | Pure Industrial Real Estate Trust |
79.5% | Quebecor |
83.5% | Richmont Mines |
81.3% | Riocan REIT |
80.4% | Ritchie Bros. Auctioneers |
79.6% | Rock Energy |
79.6% | Rogers Communications |
81.7% | Rogers Sugar Inc |
81.6% | Royal Bank of Canada TSX |
73.8% | Russel Metals |
80.9% | S&P/TSX 60 |
77.8% | S&P/TSX Capped Consumer Discretionary |
76.1% | S&P/TSX Capped Consumer Staples |
79.5% | S&P/TSX Capped Diversified Metals & Mining |
80.2% | S&P/TSX Capped Energy |
79.5% | S&P/TSX Capped Financial |
75.2% | S&P/TSX Capped Health Care |
75.7% | S&P/TSX Capped Industrials |
81.5% | S&P/TSX Capped Information Technology |
75.7% | S&P/TSX Capped Materials |
80.4% | S&P/TSX Capped Real Estate |
84.5% | S&P/TSX Capped REIT |
79.5% | S&P/TSX Capped Telecommunication Services |
74.3% | S&P/TSX Global Gold |
80.5% | S&P/TSX Global Mining |
80.5% | S&P/TSX Income Trust |
83.2% | S&P/TSX Preferred Share |
76.3% | S&P/TSX Venture Composite |
73.6% | Sandstorm Gold |
74.5% | Sandvine |
78.6% | Saputo |
80.2% | Savanna Energy Services |
77.9% | Scotia Bank |
77.6% | Seabridge Gold |
77.1% | Sears Canada |
77.9% | Secure Energy Services |
79.4% | Semafo |
82.7% | Shaw Communications |
78.4% | Sherritt International |
77.1% | Sierra Wireless |
86.6% | Silver Standard Resources TSX |
74.5% | Silver Wheaton TSX |
78.7% | Silvercorp Metals |
79.8% | Sirius XM Canada Holdings |
83.9% | Smart REIT |
74.3% | SNC-Lavalin Group |
78.0% | Stantec |
80.0% | Stella-Jones |
85.6% | Student Transportation |
78.4% | Sun Life Financial |
74.8% | Suncor Energy |
77.2% | SunOpta TSX |
84.9% | Superior Plus |
72.2% | Sylogist |
77.2% | Tahoe Resources |
73.9% | Taseko Mines |
75.9% | Teck Resources |
81.1% | TELUS |
78.5% | Thomson Reuters |
84.1% | TMX Group |
73.7% | Toromont Industries |
75.2% | Toronto-Dominion Bank |
76.6% | Torstar |
75.9% | Tourmaline Oil |
79.1% | TransAlta |
76.1% | Transat A.T. |
80.4% | TransCanada Corporation |
78.4% | Transcontinental |
76.6% | TransForce |
78.6% | TransGlobe Energy |
78.4% | Tricon Capital Group |
77.3% | TSO3 |
80.9% | Turquoise Hill Resources |
81.0% | Uranium Participation Corp. |
78.1% | Veresen |
76.1% | Wajax Corporation |
80.2% | West Fraser Timber |
80.4% | Western Forest Products |
86.2% | WestJet Airlines |
76.6% | Westport Innovations |
82.2% | Westshore Terminals |
72.8% | WiLan |
83.0% | Winpak |
77.1% | Yamana Gold TSX |
82.1% | YIELDPLUS Income Fund |
The average accuracy was 79.0% with a low of 70.7% for Evertz Technologies and a high of 88.5% for Canadian REIT.
Australia Stocks
Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market's Neural Index prediction.
Percentage | Stock |
---|---|
79.8% | Adelaide Brighton |
76.9% | ALE Property Group |
79.0% | Alumina |
78.4% | Amcor |
80.9% | AMP |
82.3% | Ansell |
75.2% | APA Group |
84.9% | APN News & Media |
82.4% | Argo Investments |
85.7% | Aristocrat Leisure |
73.3% | Asciano Group |
75.5% | ASG Group |
80.5% | ASX |
77.2% | Aurizon Holdings |
81.7% | Austal |
79.4% | Australia Agriculture Company |
82.6% | Australian and New Zealand Bank |
78.4% | Australian Foundation Investment |
72.7% | Australian Pharmaceutical Industries |
79.4% | Automotive Holdings Group |
84.8% | AWE |
85.8% | Bank of Queensland |
80.0% | Beach Energy |
71.4% | Beadell |
78.7% | Bega Cheese |
85.3% | Bendigo and Adelaide Bank |
76.9% | BHP Billiton |
76.2% | Bionomics |
77.6% | Bluescope Steel |
80.7% | Boral |
86.2% | Brambles |
85.3% | Breville Group |
78.1% | Brickworks |
74.0% | BT Investment Management |
78.6% | Bunnings Warehouse Property |
73.4% | Cabcharge |
73.0% | Caltex Australia |
78.8% | Capitol Health |
70.7% | Cash Converters International |
80.7% | Challenger Limited |
78.3% | Charter Hall Group |
83.2% | Cimic Group |
83.9% | Coca-Cola Amatil |
77.9% | Cochlear |
74.8% | Commonwealth Bank of Australia |
83.3% | Computershare |
72.4% | Contango Microcap |
75.5% | Cooper Energy |
86.0% | Corporate Travel Management |
79.1% | Credit Corp Group |
80.0% | Crown Resorts |
83.2% | CSL |
78.6% | CSR |
82.2% | Domino's Pizza Enterprises |
75.7% | Downer EDI |
73.2% | Duet Group |
79.3% | Dulux Group |
86.8% | DWS Advanced Business Solutions |
77.1% | Fairfax Media |
82.1% | Fisher & Paykel Healthcare |
84.0% | Fletcher Building |
77.5% | FlexiGroup |
78.2% | Flight Centre Travel Group |
79.8% | Fortescue Metals |
73.1% | Goodman Group |
75.2% | GPT Group |
79.4% | Graincorp |
75.7% | Greencross |
79.0% | GUD Holdings |
75.2% | Hansen Technologies |
75.2% | Havey Norman Holdings |
79.4% | Henderson Group |
73.5% | Hills Ltd |
75.5% | Iluka |
78.0% | Incitec Pivot |
76.8% | IND Group |
78.0% | Infomedia |
77.7% | Insurance Australia Group |
77.8% | Investa Office Fund |
80.0% | Invocare |
77.1% | Ioof Holdings LimitedStar |
74.8% | Iress Ltd. |
79.0% | James Hardie Industries |
78.2% | JB Hi-Fi |
79.1% | Karoon Gas |
72.6% | Kingrose Mining |
84.1% | Lendlease Group |
82.1% | Macquarie Group |
75.7% | Magellan Financial Group |
80.0% | McMillan Shakespeare |
79.1% | Metals X |
73.7% | Metcash |
80.0% | Mincor Resources |
75.2% | Mineral Resources |
79.2% | Mirvac Group |
70.3% | Monadelphous Group |
79.8% | Nanosonics |
80.7% | National Australian Bank |
73.4% | Navitas |
81.8% | NetComm |
81.4% | New Hope |
74.8% | Newcrest Mining |
79.5% | Nufarm Ltd |
78.3% | OBJ |
77.4% | OceanaGold ASX |
78.0% | Oil Search |
81.8% | Orica |
79.2% | Origin Energy |
81.5% | Orocobre |
74.1% | Oz Minerals |
78.2% | Perpetual |
81.0% | Platinum Assest Management |
76.4% | Premier Investments |
81.9% | Primary Health Care |
76.2% | Programmed Maintenance Services |
74.8% | Qantas Airways |
74.1% | QBE Insurance Group |
82.3% | Ramsay Health Care |
81.8% | RCR Tomlinson |
81.1% | REA Group |
78.0% | Regis Resources |
78.1% | ResMed |
77.6% | Resolute Mining |
86.2% | Retail Food Group |
80.4% | Ridley Corporation |
77.7% | Rio Tinto ASX |
78.9% | S&P ASX 200 Health Care |
76.1% | S&P ASX 200 Materials |
80.5% | S&P/ASX 100 |
81.8% | S&P/ASX 20 |
79.1% | S&P/ASX 200 |
81.3% | S&P/ASX 200 A-REIT |
83.9% | S&P/ASX 200 Consumer Discretionary |
78.3% | S&P/ASX 200 Consumer Staples Index |
79.8% | S&P/ASX 200 Energy |
76.9% | S&P/ASX 200 Financials |
83.0% | S&P/ASX 200 Financials ex-A REITs |
80.8% | S&P/ASX 200 Telecommunications Services |
79.6% | S&P/ASX 200 Utilities |
81.6% | S&P/ASX 300 |
81.8% | S&P/ASX 300 Metal and Mining |
82.4% | S&P/ASX 50 |
80.9% | S&P/ASX All Australian 200 |
81.5% | S&P/ASX All Australian 50 |
83.8% | S&P/ASX All Ordinaries |
75.0% | S&P/ASX All Ordinaries Gold |
80.5% | S&P/ASX MidCap 50 |
82.9% | S&P/ASX Small Ordinaries |
84.1% | SAI Global |
76.4% | Sandfire Resources |
82.7% | Santos |
80.9% | Saracen Mineral Holdings |
82.9% | Seek |
78.9% | Seven Group Holdings |
82.0% | Sigma Pharmaceuticals |
78.5% | Sims Metal Management |
76.5% | Sirtex Medical |
79.0% | Sky City Entertainment Group |
77.8% | SMS Management & Technology |
78.7% | Sonic Healthcare |
83.3% | Spark Infrastructure |
76.0% | Starpharma Holdings |
79.4% | Stockland |
78.0% | Suncorp Group |
74.0% | Sundance Energy Australia |
79.2% | Super Retail Group |
73.6% | Sydney Airport |
75.5% | Tabcorp |
81.2% | Tap Oil |
78.7% | Tassal Group |
79.6% | Tatts Group |
79.4% | Telstra |
73.8% | The Reject Shop |
78.3% | Tox Free Solutions |
75.2% | TPG Telecom |
80.2% | Transurban Group |
74.1% | Treasury Wine Estates |
71.6% | UGL |
70.8% | Village Roadshow Limited |
80.0% | Vocus Communications |
75.8% | Webjet |
86.5% | Wesfarmers |
78.0% | Western Areas |
76.4% | Westfield Corporation |
76.6% | Westpac Banking Corp |
83.5% | Whitehaven Coal |
74.3% | Woodside Petroleum |
82.0% | Woolworths |
79.8% | WorleyParsons |
The average accuracy was 78.8% with a low of 70.3% for Monadelphous Group and a high of 86.8% for DWS Advanced Business Solutions.
India Stocks
Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market's Neural Index prediction.
Percentage | Stock |
---|---|
86.1% | Aarti Drugs Ltd |
77.1% | Aarti Industries Ltd |
79.5% | Aban Offshore Ltd |
75.7% | ACC Ltd |
83.2% | Accelya Kale Solutions Limited |
84.7% | Aditya Birla Nuvo Ltd |
77.4% | Ador Welding Ltd |
80.4% | Aegis Logistics Ltd |
77.7% | Agro Tech Foods Ltd |
78.5% | Ajanta Pharma Ltd |
75.9% | Alembic Ltd |
83.0% | Allahabad Bank |
77.4% | Allsec Technologies Ltd |
79.2% | Alok Industries Ltd |
77.6% | Alstom India Ltd |
75.2% | Amara Raja Batteries Ltd |
81.3% | Ambuja Cements Ltd |
79.1% | Amtek Auto Ltd |
82.2% | Andhra Bank |
78.3% | Ansal Housing And Construction Ltd |
74.8% | Apar Industries Ltd |
85.0% | Apcotex Industries Ltd |
75.0% | Apollo Hospitals Enterprise Ltd |
78.8% | Apollo Tyres Ltd |
77.3% | Aptech Ltd |
78.0% | Archies Ltd |
88.8% | Ashima Ltd |
78.0% | Ashok Leyland Ltd |
77.2% | Ashoka Buildcon |
79.8% | Asian Paints Ltd |
83.2% | Assam Company India Ltd |
76.5% | Astra Microwave Products Ltd |
78.8% | Atlas Cycles (Haryana) Ltd |
81.3% | Atul Ltd |
72.3% | Aurobindo Pharma Ltd |
78.3% | Automotive Axles Ltd |
74.7% | Automotive Stampings And Assemblies Ltd |
76.6% | Axis Bank |
77.1% | B.A.G. Films & Media Ltd |
78.5% | Bajaj Hindusthan Ltd |
76.8% | Balaji Telefilms Ltd |
80.2% | Balkrishna Industries Ltd |
80.4% | Balmer Lawrie & Co. Ltd |
76.0% | Balrampur Chini Mills Ltd |
75.5% | Banco Products (i) Ltd |
80.9% | BANK NIFTY |
84.3% | Bank Of Baroda |
75.9% | Bank Of India |
81.1% | Bank Of Maharashtra |
74.7% | Bannari Amman Sugars Ltd |
80.0% | BASF India Ltd |
81.8% | Bata India Ltd |
78.9% | BEML Ltd |
81.7% | Berger Paints (i) Ltd |
81.3% | Bharat Bijlee Ltd |
83.0% | Bharat Electronics Ltd |
76.6% | Bharat Forge Co. Ltd |
79.4% | Bharat Gears Ltd |
79.2% | Bharat Heavy Electricals Ltd |
81.8% | Bharat Petroleum Corporation Ltd |
80.9% | Bharti Airtel Ltd |
78.6% | Bhartiya International Ltd |
86.7% | Binani Industries Ltd |
85.0% | Biocon Ltd |
78.5% | Birla Ericsson Optical Ltd |
82.5% | Blue Star Ltd |
86.8% | Bombay Burmah Trading Corporation Ltd |
80.4% | Bombay Dyeing & Mfg Co. Ltd |
83.2% | BPL Ltd |
78.5% | Britannia Industries Ltd |
75.2% | BSE Sensex |
75.5% | BSEL Infrastructure Realty Ltd |
83.6% | BSL Ltd |
74.3% | Cadila Healthcare Ltd |
76.4% | Cairn India |
79.6% | Can Fin Homes Ltd |
81.5% | Canara Bank |
76.6% | Carborundum Universal Ltd |
73.8% | CCL Products (India) Ltd |
86.3% | Century Enka Ltd |
80.6% | Century Extrusions Ltd |
77.8% | Century Textiles & Industries Ltd |
81.8% | CESC Ltd |
75.9% | Chambal Fertilizers & Chemicals Ltd |
83.2% | Chennai Petroleum Corporation Ltd |
80.2% | Cipla Ltd |
78.7% | City Union Bank Ltd |
82.4% | Clariant Chemicals (India) Ltd |
73.6% | CNX 100 |
80.0% | CNX IT |
78.2% | CNX MIDCAP |
78.6% | CNX NIFTY JUNIOR |
77.4% | Coal India |
81.9% | Consolidated Finvest & Holdings Ltd |
79.2% | Container Corporation Of India Ltd |
83.0% | Corporation Bank |
76.4% | Cosmo Films Ltd |
76.8% | Crompton Greaves Ltd |
83.0% | Cummins India Ltd |
77.0% | D. S. Kulkarni Developers Ltd |
81.0% | Dabur India Ltd |
86.0% | DCM Ltd |
74.3% | DCW Ltd |
82.4% | Delta Corp |
78.0% | Dena Bank |
74.5% | Dhampur Sugar Mills Ltd |
81.5% | Dish TV India |
75.7% | Dishman Pharmaceuticals And Chemicals Ltd |
81.5% | Divi's Laboratories Ltd |
80.8% | DLF Ltd |
80.0% | Dr. Reddy's Laboratories Ltd |
80.6% | Dredging Corporation Of India Ltd |
80.9% | Dwarikesh Sugar Industries Ltd |
75.7% | E.I.D. Parry (India) Ltd |
75.5% | Eastern Silk Industries Ltd |
76.6% | Eicher Motors Ltd |
85.2% | EIH Ltd |
83.9% | Elecon Engineering Co Ltd |
78.2% | Electrosteel Castings Ltd |
79.3% | ELGI Equipments Ltd |
76.7% | EMCO Ltd |
83.9% | Engineers India Ltd |
81.6% | Esab India Ltd |
80.7% | Escorts Ltd |
80.6% | Essel Propack Ltd |
78.5% | Eveready Industries India Ltd |
86.2% | Excel Crop Care Ltd |
75.5% | Exide Industries Ltd |
85.3% | Fedders Lloyd Corporation Ltd |
73.8% | Federal-Mogul Goetze (India) Ltd |
75.7% | Finolex Cables Ltd |
77.4% | Finolex Industries Ltd |
76.7% | Gabriel India Ltd |
75.5% | GAIL (India) Ltd |
81.6% | Gammon India Ltd |
76.9% | Garden Silk Mills Ltd |
75.5% | Garware-Wall Ropes Ltd |
82.9% | Gateway Distriparks Ltd |
78.6% | Gati |
81.6% | Geometric Ltd |
82.0% | GIC Housing Finance Ltd |
74.5% | Gillette India Ltd |
79.1% | Ginni Filaments Ltd |
79.0% | GlaxoSmithKline Consumer Healthcare Ltd |
75.2% | GlaxoSmithKline Pharmaceuticals Ltd |
83.3% | Glenmark Pharmaceuticals Ltd |
80.6% | GM Breweries Ltd |
84.0% | GMR Infrastructure |
74.1% | Godrej Consumer Products Ltd |
80.0% | Godrej Industries Ltd |
80.8% | Gokaldas Exports Ltd |
84.3% | Graphite India Ltd |
81.5% | Grasim Industries Ltd |
75.2% | Greaves Cotton Ltd |
77.5% | Greenply Industries Ltd |
80.0% | Grindwell Norton Ltd |
82.0% | Gruh Finance Ltd |
80.0% | Gufic Biosciences Ltd |
83.3% | Gujarat Alkalies And Chemicals Ltd |
82.0% | Gujarat Ambuja Exports Ltd |
86.4% | Gujarat Fluorochemicals Ltd |
84.8% | Gujarat Industries Power Co. Ltd |
81.7% | Gujarat Mineral Development Corporation Ltd |
78.6% | Gujarat Narmada Valley Fertilizer Co. Ltd |
74.5% | Gujarat NRE Coke Ltd |
78.4% | Gujarat State Fertilizers & Chemicals Ltd |
75.7% | Gvk Power & Infrastructure |
75.2% | Harrisons Malayalam Ltd |
85.1% | Havells India Ltd |
74.3% | HB Stockholdings Ltd |
80.8% | HCL Infosystems Ltd |
78.2% | HCL Technologies Ltd |
77.5% | HDFC Bank Ltd |
78.8% | HEG Ltd |
75.9% | Heritage Foods (India) Ltd |
80.0% | Hero MotoCorp |
83.3% | Hikal Ltd |
80.2% | HIL Limited |
82.7% | Himachal Fut Com |
77.9% | Himadri Chemicals And Industries Ltd |
77.5% | Himatsingka Seide Ltd |
80.8% | Hindalco |
80.2% | Hindustan Construction Co. Ltd |
74.3% | Hindustan Petroleum Corporation Ltd |
76.6% | Hindustan Unilever |
79.2% | Hitachi Home And Life Solutions (India) Ltd |
77.1% | HMT Ltd |
85.0% | Honda Siel Power Products Ltd |
76.0% | Hotel Leela Venture Ltd |
77.5% | Housing Development and Infrastructure |
81.3% | Housing Development Finance Corporation Ltd |
83.3% | ICICI Bank Ltd NSE |
84.3% | IDBI Bank Ltd |
77.1% | Idea Cellular Ltd |
83.3% | IFB Industries Ltd |
81.0% | IFCI Ltd |
75.2% | IFGL Refractories Ltd |
74.5% | IG Petrochemicals Ltd |
85.3% | Igarashi Motors India Ltd |
81.0% | IMP Power Ltd |
79.6% | Indiabulls Real Estate |
80.6% | Indian Bank |
80.0% | Indian Hume Pipe Co. Ltd |
76.9% | Indian Oil Corporation Ltd |
76.4% | Indian Overseas Bank |
81.5% | Indo Rama Synthetics (India) Ltd |
79.2% | Indoco Remedies Ltd |
83.8% | Indraprastha Gas Ltd |
86.0% | Ind-Swift Laboratories Ltd |
86.7% | Ind-Swift Ltd |
78.7% | IndusInd Bank Ltd |
83.5% | Infrastructure Development Finance Co. |
77.1% | Ingersoll-Rand (India) Ltd |
79.8% | Ipca Laboratories Ltd |
77.7% | ITC Ltd |
80.6% | ITD Cementation India Ltd |
86.9% | Jain Irrigation Systems Ltd |
80.0% | Jaiprakash Associates Ltd |
76.0% | Jay Shree Tea & Industries Ltd |
77.6% | Jayant Agro-Organics Ltd |
75.0% | JB Chemicals & Pharmaceuticals Ltd |
76.9% | JBF Industries Ltd |
76.2% | Jenson & Nicholson (India) Ltd |
84.2% | Jet Airways (India) Ltd |
84.6% | Jindal Drilling And Industries Ltd |
82.6% | Jindal Photo Ltd |
81.1% | Jindal Poly Films Ltd |
82.4% | Jindal Steel & Power Ltd |
74.5% | JK Paper Ltd |
77.1% | JK Tyre & Industries Ltd |
84.4% | JSW Steel Ltd |
79.6% | Jubilant Organosys Ltd |
75.2% | Jyoti Structures Ltd |
78.6% | Kabra Extrusiontechnik Ltd |
73.3% | Kajaria Ceramics Ltd |
86.4% | Kakatiya Cement Sugar & Industries Ltd |
83.8% | Kalpataru Power Transmission Ltd |
76.2% | Kanoria Chemicals & Industries Ltd |
81.8% | Karur Vysya Bank Ltd |
73.8% | KCP Ltd |
80.6% | Kohinoor Foods Ltd |
75.5% | Kopran Ltd |
79.4% | Kothari Products Ltd |
75.0% | KPIT Cummins Infosystems Ltd |
80.4% | KSB Pumps Ltd |
84.3% | Lakshmi Machine Works Ltd |
77.1% | Lakshmi Vilas Bank Ltd |
76.9% | Lanco Infratech |
80.4% | Larsen & Toubro Ltd |
81.7% | Liberty Shoes Ltd |
77.3% | LIC Housing Finance Ltd |
82.1% | Lloyd Electric & Engineering Ltd |
79.6% | LML Ltd |
81.4% | Lumax Automotive Systems Ltd |
81.1% | Lumax Industries Ltd |
83.7% | Lyka Labs Ltd |
79.0% | Mahanagar Telephone Nigam Ltd |
83.3% | Maharashtra Seamless Ltd |
80.6% | Mahindra & Mahindra Ltd |
79.2% | Manali Petrochemical Ltd |
76.5% | Mangalam Cement Ltd |
93.9% | Mangalam Drugs And Organics Ltd |
85.3% | Mangalore Refinery And Petrochemicals Ltd |
82.7% | Manugraph India Ltd |
80.7% | Maral Overseas Ltd |
80.6% | Marico Ltd |
81.0% | Marksans Pharma |
77.6% | Maruti Suzuki India Ltd |
82.2% | McLeod Russel India Ltd |
82.7% | Meghmani Organics |
78.0% | Mirc Electronics Ltd |
77.1% | Mirza International Ltd |
80.7% | MM Forgings Ltd |
75.0% | Monsanto India Ltd |
84.0% | Morepen Laboratories Ltd |
76.2% | Moser Baer (India) Ltd |
77.6% | Motherson Sumi Systems Ltd |
78.0% | MphasiS Ltd |
81.2% | MRF Ltd |
80.0% | MRO-TEK Ltd |
87.6% | Mukand Engineers Ltd |
82.2% | Mukta Arts Ltd |
81.9% | Munjal Auto Industries Ltd |
74.3% | Munjal Showa Ltd |
77.8% | Murudeshwar Ceramics Ltd |
78.2% | Nahar Spinning Mills Ltd |
85.7% | Natco Pharma Ltd |
82.2% | National Aluminium Company Ltd |
76.1% | National Steel And Agro Industries Ltd |
75.9% | Navneet Education |
78.8% | Ncc Limited |
86.6% | Nelco Ltd |
83.0% | NEPC India Ltd |
81.7% | New Delhi Television Ltd |
80.6% | Neyveli Lignite Corporation Ltd |
79.4% | Nhpc Limited |
80.0% | NIFTY MIDCAP 50 |
81.2% | NIIT Ltd |
78.7% | NIIT Technologies Ltd |
84.5% | Nilkamal Ltd |
77.9% | Nocil Ltd |
76.0% | Noida Toll Bridge Co. Ltd |
77.8% | NRB Bearing Ltd |
82.4% | NTPC Ltd |
80.0% | Nucleus Software Exports Ltd |
75.7% | OCL India Ltd |
74.3% | Oil & Natural Gas Corporation Ltd |
81.5% | Oil Country Tubular Ltd |
76.9% | Omax Autos Ltd |
85.0% | Onward Technologies Ltd |
85.4% | Orient Paper & Industries Ltd |
81.9% | Oriental Bank Of Commerce |
80.2% | Oriental Hotels Ltd |
80.0% | Oswal Chemicals & Fertilizers Ltd |
77.2% | Pae Ltd |
72.6% | Patel Engineering Ltd |
77.6% | Peninsula Land Ltd |
85.7% | Petronet LNG Ltd |
79.4% | Pfizer Ltd |
78.5% | Phillips Carbon Black Ltd |
82.4% | Pidilite Industries Ltd |
76.5% | PNB Gilts Ltd |
75.0% | Polaris Software Lab Ltd |
79.6% | Polyplex Corporation Ltd |
75.7% | Ponni Sugars (Erode) Ltd |
75.9% | Power Finance Corporation Ltd |
80.6% | Power Grid Corporation of India |
76.9% | Praj Industries Ltd |
86.9% | Prakash Industries Ltd |
84.4% | Premier Ltd |
87.0% | Pricol Ltd |
83.3% | Prism Cement Ltd |
82.9% | PSL Ltd |
81.1% | Ptc India Fin Serv |
84.3% | PTC India Ltd |
80.0% | Punj Lloyd |
77.1% | Punjab Chemicals & Crop Protection Ltd |
83.8% | Punjab National Bank |
72.5% | Rajesh Exports Ltd |
76.9% | Rajshree Sugars & Chemicals Ltd |
82.5% | Rallis India Ltd |
86.0% | Rama Newsprint And Papers Ltd |
78.5% | Ramco Cements |
77.5% | Ramco Industries Ltd |
78.7% | Rana Sugars Ltd |
73.4% | Rashtriya Chemicals And Fertilizers Ltd |
81.3% | Raymond Ltd |
78.8% | Reliance Capital Ltd |
79.8% | Reliance Communications Ltd |
82.6% | Reliance Industrial Infrastructure Ltd |
77.5% | Reliance Industries Ltd |
81.1% | Reliance Infrastructure |
84.8% | Reliance Power |
79.6% | Rico Auto Industries Ltd |
76.4% | Rolta India Ltd |
85.5% | RSWM Ltd |
81.0% | Ruchi Soya Industries Ltd |
75.7% | S&P CNX 500 |
77.6% | S&P CNX DEFTY |
77.1% | S&P CNX NIFTY |
79.3% | S.A.L. Steel Ltd |
77.4% | Sagar Cements Ltd |
72.5% | Sakthi Sugars Ltd |
74.5% | Sangam (India) Ltd |
78.0% | Sanghi Industries Ltd |
75.5% | Sanofi India Ltd |
80.2% | Saregama India Ltd |
81.3% | Sathavahana Ispat Ltd |
72.9% | Seshasayee Paper And Boards Ltd |
80.7% | Shanthi Gears Ltd |
75.2% | Shiva Texyarn Ltd |
80.2% | Shopper's Stop Ltd |
72.7% | Shree Renuka Sugars |
83.0% | Shreyas Shipping & Logistics Ltd |
78.9% | Shriram Transport Finance Co. Ltd |
77.1% | Shyam Telecom Ltd |
79.1% | Sical Logistics Ltd |
78.0% | Siemens Ltd |
86.0% | Simplex Infrastructures Ltd |
80.4% | Sintex Industries Ltd |
78.5% | Siyaram Silk Mills Ltd |
74.5% | SKF India Ltd |
82.6% | SKM Egg Products Export (India) Ltd |
82.9% | Sona Koyo Steering Systems Ltd |
74.5% | Sonata Software Ltd |
80.6% | Spentex Industries Ltd |
76.9% | SPIC Ltd |
77.0% | SRF Ltd |
75.7% | State Bank of India |
80.0% | Steel Authority Of India Ltd |
83.5% | Steel Strips Wheels Ltd |
80.9% | Sterling Biotech Ltd |
76.7% | Strides Shasun |
82.1% | Subros Ltd |
75.7% | Sundaram Brake Linings Ltd |
79.6% | Sundram Fasteners Ltd |
80.2% | Sunflag Iron And Steel Company Ltd |
76.5% | Super Spinning Mills Ltd |
86.4% | Supreme Petrochem Ltd |
79.0% | Surya Roshni Ltd |
76.4% | Suryalakshmi Cotton Mills Ltd |
78.4% | Suven Life Sciences Ltd |
76.9% | Suzlon Energy Ltd |
74.3% | Swaraj Engines Ltd |
80.4% | Syndicate Bank |
79.3% | Taj GVK Hotels & Resorts Ltd |
85.2% | Tata Chemicals Ltd |
76.7% | Tata Consultancy Services Ltd |
86.0% | Tata Elxsi (India) Ltd |
77.5% | Tata Investment Corporation Ltd |
83.0% | Tata Metaliks Ltd |
78.8% | Tata Motors Ltd NSE |
80.8% | Tata Power Co. Ltd |
79.3% | Tata Sponge Iron Ltd |
75.5% | Tata Steel |
74.8% | Tata Teleservices (Maharashtra) Ltd |
78.3% | Tech Mahindra Ltd |
84.0% | Texmaco Ltd |
76.9% | The Andhra Sugars Ltd |
73.8% | The Dhanalakshmi Bank Ltd |
78.2% | The Federal Bank Ltd |
83.8% | The India Cements Ltd |
79.4% | The Karnataka Bank Ltd |
84.1% | The Oudh Sugar Mills Ltd |
77.1% | The Paper Products Ltd |
82.8% | The South Indian Bank |
84.3% | The Tinplate Company Of India Ltd |
75.2% | Thirumalai Chemicals Ltd |
82.7% | TIL Ltd |
82.2% | Timken India Ltd |
75.0% | Tips Industries Ltd |
76.0% | Torrent Pharmaceuticals Ltd |
77.3% | Tourism Finance Corporation of India Ltd |
79.0% | Transport Corporation Of India Ltd |
82.9% | Trident Group |
76.4% | Trigyn Technologies Ltd |
76.0% | Triveni Engineering & Industries Ltd |
78.0% | TTK Prestige Ltd |
79.6% | Tube Investments Of India Ltd |
82.5% | TV Today Network Ltd |
78.6% | TVS Electronics Ltd |
75.9% | TVS Motor Company Ltd |
79.6% | Ucal Fuel Systems Ltd |
77.1% | Uco Bank |
75.5% | Ultratech Cement Ltd |
74.5% | Unichem Laboratories Ltd |
81.7% | Union Bank Of India |
82.6% | United Spirits Ltd |
81.3% | Universal Cables Ltd |
82.2% | UPL Ltd. |
71.2% | Upper Ganges Sugar & Industries Ltd |
77.6% | Usha Martin Ltd |
77.8% | Uttam Galva Steels Ltd |
83.3% | Vardhman Textiles Ltd |
84.7% | Venky's (India) Ltd |
80.4% | Vesuvius India Ltd |
73.4% | Vijaya Bank |
76.1% | VIP Industries Ltd |
83.2% | Visaka Industries Ltd |
74.3% | VLS Finance Ltd |
78.5% | Voltas Ltd |
79.6% | VST Industries Ltd |
80.9% | Walchandnagar Industries Ltd |
79.3% | Welspun India Ltd |
83.0% | West Coast Paper Mills Ltd |
75.9% | Wheels India Ltd |
71.2% | Williamson Magor & Co Ltd |
80.6% | Wipro Ltd |
84.1% | Wockhardt Ltd |
81.3% | Xchanging Solutions |
80.0% | Xpro India Ltd |
81.9% | Yes Bank |
74.8% | Zensar Technologies Ltd |
85.6% | Zuari Global |
The average accuracy was 79.5% with a low of 71.2% for Upper Ganges Sugar & Industries Ltd & Williamson Magor & Co Ltd and a high of 93.9% for Mangalam Drugs And Organics Ltd.
UK Stocks and ETFs
Training Dates: Data from 11/20/2010 to 11/20/2015 were used to train the neural networks.
Testing Dates: Out-of-sample data from 11/20/2015 to 5/20/2016 were used to test the accuracy of each market's Neural Index prediction.
Percentage | Stock |
---|---|
82.9% | 3I Group |
79.3% | A.G. Barr |
84.1% | Aberdeen Asset Management |
76.9% | Admiral Group |
83.9% | Advanced Medical Solutions |
76.8% | Afc Energy |
81.4% | Aggreko |
79.2% | Alliance Pharma |
85.3% | Alliance Trust |
73.6% | Alumasc Group |
81.4% | AMEC Foster Wheller |
83.3% | Amerisur |
78.0% | Amur Minerals |
82.1% | Anglo American |
76.9% | Antofagasta |
84.1% | ARM Holdings |
89.7% | Ashmore |
75.5% | Ashtead Group |
79.5% | ASOS |
84.8% | Associated British Foods |
82.3% | Assura Group |
77.5% | Astrazeneca LSE |
82.1% | Atkins |
75.0% | Aviva |
86.4% | Babcock Intl |
82.9% | BAE Systems |
76.1% | Balfour Beatty |
84.3% | Barclays LSE |
78.9% | Barratt Developments |
78.5% | Beazley |
82.9% | Bellway |
79.3% | Berkeley Group Holdings |
81.6% | BHP Billiton LSE |
74.6% | Booker |
87.0% | Bovis Homes |
84.4% | BP LSE |
81.3% | Brewin Dolphin |
76.9% | British American Tobacco |
78.7% | British Land |
82.6% | Britvic |
77.6% | Bt Group |
79.3% | Bunzl |
79.4% | Burberry Group |
74.1% | C&C Group |
80.0% | Cape |
80.7% | Capita Group |
76.7% | Caretech Holdings |
81.7% | Carillion |
81.9% | Carnival LSE |
72.6% | Carpetright |
80.7% | Centamin Egypt |
81.5% | Centrica |
75.5% | Chesnara |
80.6% | Close Brothers Group |
79.2% | Cobham |
82.6% | Compass Group |
83.5% | Cranswick |
76.4% | CRH |
86.2% | CRUD ETFS Commodity Securities |
80.2% | Dairy Crest |
74.5% | Darty |
79.3% | De La Rue |
76.4% | Debenhams |
85.0% | Derwent London |
78.1% | Devro |
81.1% | Diageo LSE |
76.1% | Dignity |
81.3% | Diploma |
76.1% | Dixons Carphone |
80.7% | DMGT |
84.1% | Domino's Pizza LSE |
83.3% | DRAX |
78.4% | Dunelm |
84.2% | Earthport |
78.2% | easyJet |
80.4% | Edinburgh Dragon Trust |
77.1% | Edinburgh Investment Trust |
82.4% | Electrocomponents |
85.3% | Elementis |
87.3% | Enquest |
83.6% | Enterprise Inns |
84.5% | Essentra |
75.4% | Experian |
79.6% | F&C Commercial Property Trust |
84.5% | Fenner |
79.2% | Ferrexpo |
78.9% | FirstGroup |
78.8% | Flowgroup |
79.8% | Foreign & Colonial Investment Trust |
78.6% | G4S |
85.2% | Galliford Try |
81.3% | GKN |
72.2% | Glaxosmithkline LSE |
74.8% | Go-Ahead Group |
81.4% | Grainger |
83.8% | Great Portland Estates |
80.8% | Greene King |
86.7% | GW Pharmaceuticals |
75.7% | Halfords |
78.9% | Hammerson |
83.2% | Hansteen Holdings |
79.8% | Hargreaves Lansdown |
71.9% | Hargreaves Services |
83.6% | Hays |
78.3% | Helical Bar |
76.6% | HICL Infrastructure Company |
80.4% | Hikma |
75.0% | Hiscox |
73.6% | Hochschild |
74.0% | Home Retail |
78.4% | Homeserve |
76.6% | HSBC Holdings UK |
78.2% | ICAP |
79.6% | IG Group |
79.0% | Imagination Technologies |
83.0% | IMI |
83.8% | Impax Environmental Markets |
79.5% | Imperial Tobacco |
79.5% | Informa |
80.6% | Inmarsat |
81.5% | InterContinental Hotels |
80.2% | Intermediate Capital Group |
76.6% | International Consolidated Airlines |
83.0% | International Personal Finance |
82.1% | Interserve |
75.9% | Intertek Group |
77.6% | Investec |
80.0% | IQE |
78.0% | iShares Euro Stoxx 50 |
80.9% | iShares FTSE 100 |
81.5% | iShares FTSE 250 |
81.1% | iShares FTSE EPRA/NAREIT Developed Markets |
82.9% | iShares Markit iBoxx GBP Corporate Bond |
81.0% | iShares MSCI AC Far East ex-Japan |
78.6% | iShares MSCI Emerging Market |
80.9% | iShares MSCI Europe ex-UK |
77.1% | iShares MSCI Japan GBP |
79.5% | iShares MSCI World |
80.9% | iShares S&P 500 |
76.1% | ITE Group |
78.2% | ITV |
83.5% | J Sainsbury |
80.0% | J.D. Wetherspoon |
76.2% | James Halstead |
73.9% | Jardine Lloyd Thompson |
80.2% | JD Sports |
71.7% | Johnson Matthey |
76.5% | Johnson Service Group |
72.2% | Kazakhmys |
84.9% | KCOM Group |
74.1% | Keller Group |
80.7% | Kier Group |
78.1% | Kingfisher |
80.2% | Ladbrokes |
74.5% | Lancashire |
86.4% | Land Securities Group |
72.8% | Laura Ashley |
78.3% | Legal & General |
80.4% | Lloyds Group |
76.9% | London Stock Exchange |
81.7% | Lonmin |
77.0% | Lookers |
74.8% | Low & Bonar |
81.7% | Majestic Wine |
81.7% | Man Group |
82.5% | Marks & Spencer |
72.3% | Marshalls |
80.7% | Marston's |
83.6% | McBride |
76.6% | Mears Group |
75.4% | Meggitt |
85.2% | Melrose |
82.0% | Michael Page |
84.1% | Micro Focus |
83.5% | Mitchells & Butlers |
77.1% | Mitie Group |
82.1% | Mondi |
76.9% | Moneysupermarket.com |
83.2% | Morrisons |
77.6% | Mothercare |
77.9% | N Brown Group |
77.8% | National Express |
83.6% | National Grid |
80.9% | Next |
77.1% | Norcros |
85.2% | Old Mutual |
83.6% | Paragon Group |
75.9% | Parkmead |
75.5% | Pearson |
81.7% | Pendragon |
81.1% | Persimmon |
82.8% | Petrofac |
73.9% | Playtech |
74.8% | Premier Foods |
77.7% | Premier Oil |
75.7% | Proteome |
80.2% | Provident Financial |
79.8% | Prudential LSE |
83.0% | PZ Cussons |
73.0% | Rathbone Bros |
82.4% | Real Good Food |
77.9% | Reckitt Benckiser Group |
82.9% | Redrow |
77.0% | Reed Elsevier |
73.2% | Regus |
75.2% | Reneuron |
74.3% | Renew Holdings |
77.2% | Rentokil Initial |
84.4% | Restaurant Group |
75.2% | Rio Tinto |
78.6% | Rockhopper Exploration, PLC |
78.2% | Rolls-Royce |
74.0% | Roxy Petroleum |
79.6% | Royal Bank of Scotland LSE |
75.5% | Royal Dutch Shell B |
80.2% | RPS Group |
71.6% | RSA Insurance |
76.4% | RWS Holdings |
75.9% | Ryanair Holdings LSE |
75.9% | Sabmiller |
76.4% | Sage Group |
85.2% | Savills |
79.1% | Schroders |
80.2% | Scottish & Southern Energy |
80.0% | Senior |
77.1% | Serco Group |
77.0% | Serica Energy |
80.2% | Severn Trent |
76.4% | Shaftesbury |
77.7% | Shire |
81.3% | SIG |
83.8% | Sirius Minerals |
76.6% | Sky plc |
73.9% | Smith & Nephew |
78.9% | Smiths Group |
81.3% | Soco International |
75.7% | Software Radio Technology |
75.7% | Sound Oil |
77.3% | Spirent |
89.2% | Sports Direct |
76.8% | St. James Place |
84.0% | Stagecoach |
83.2% | Standard Chartered |
78.9% | Standard Life |
75.0% | SThree |
76.3% | Stobart |
80.9% | SVG Capital |
84.2% | Synthomer |
77.0% | Tate & Lyle |
84.1% | Taylor Wimpey |
78.3% | Thomas Cook |
84.8% | TR Property Investment Trust |
85.6% | Tractor Supply Co |
83.6% | Travis Perkins |
74.8% | TT Electronics |
82.0% | Tullett Prebon |
81.3% | Tullow Oil |
87.1% | Tyman |
79.3% | Unilever LSE |
80.2% | UNITE Group |
74.3% | United Business Media |
76.6% | United Utilities |
82.9% | Vectura Group |
81.3% | Vedanta |
73.5% | Verona Pharma |
80.4% | Vertu Motors |
77.2% | Victoria Oil |
84.8% | Vodafone Group |
78.6% | Walker Greenbank |
76.1% | Weir Group |
81.0% | WH Smith |
78.2% | Whitbread |
80.4% | William Hill |
78.0% | Wolseley |
73.5% | Wood Group |
80.0% | WPP |
The average accuracy was 79.5% with a low of 71.6% for RSA Insurance and a high of 89.7% for Ashmore.