Signal statistics for SVM

Backtesting is not only a way to check signal accuracy, but also a tool to continually improvement. Data can be used for self adjustment as each stock have a individual behavior. Accuracy and return is not the same. A stock signal may provide low statistical accuracy, but the signals may prove high return in average. Sharp market dips or fundamental changes (earning reports, news updates etc), may force a short term reaction and disturb the signals (Signals may jump quickly from buy to sell, just to return to buy).

Dates Signal Change
2019-06-17 - 2019-07-17 BUY 25.11
2019-06-14 - 2019-06-17 SELL 6.94
2019-06-13 - 2019-06-14 HOLD -2.70
2019-06-10 - 2019-06-13 SELL 1.83
2019-06-06 - 2019-06-10 BUY -4.80

Score effectiveness

Bollinger signal effectiveness

Macd effectiveness

Mv7 effectiveness

Score signal

Bollinger signal statistics

MV signal statistics

MACD signal statistics

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