Measure MLP model against training/testing data sets on 2021-08-18 17:20:42:042.
Description: Run MLP model against training (retention) and testing data sets.
OPSID: 20210818172042042-MEASURE-DATASET
Dataset OPSID: 20210818170232233-DATASET
Model OPSID: 20210818151542222-MLP_MODEL

TQQQ is using 54 input features.TQQQ enable normalization is true.
TQQQ minimumProfitForTraining = 0.5%.
TQQQ stopLossForTraining = 0.1%.
TQQQ balanceTargetOutputs = true.
TQQQ minInferenceSum = 2.5.
TQQQ minMlpScore = 4.0.
TQQQ balanceRatio = 1.0.
TQQQ mlpStopLoss = 0.6%.

SQQQ is using 54 input features.SQQQ enable normalization is true.
SQQQ minimumProfitForTraining = 0.7%.
SQQQ stopLossForTraining = 0.08%.
SQQQ balanceTargetOutputs = true.
SQQQ minInferenceSum = 3.0.
SQQQ minMlpScore = 4.0.
SQQQ balanceRatio = 2.0.
SQQQ mlpStopLoss = 0.6%.

Measuring TQQQ model retention against tqqq-mlp-training-data.csv
54 input features

total tests = 5157, number correct = 5140, for 99.7%
number of 0's = 2579, number correct for 0 = 2567, number incorrect for 0 = 12, for 99.0%
number of 1's = 2578, number correct for 1 = 2573, number incorrect = 5, for 99.0%

Measuring TQQQ model performance against tqqq-testing-data.csv
54 input features

total tests = 1720, number correct = 1169, for 68.0%
number of 0's = 860, number correct for 0 = 602, number incorrect for 0 = 258, for 70.0%
number of 1's = 860, number correct for 1 = 567, number incorrect = 293, for 65.0%

Measuring SQQQ model retention against sqqq-training-data.csv
54 input features

total tests = 3233, number correct = 3233, for 100.0%
number of 0's = 2155, number correct for 0 = 2155, number incorrect for 0 = 0, for 100.0%
number of 1's = 1078, number correct for 1 = 1078, number incorrect = 0, for 100.0%

Measuring SQQQ model performance against sqqq-testing-data.csv
54 input features

total tests = 1079, number correct = 782, for 72.5%
number of 0's = 720, number correct for 0 = 558, number incorrect for 0 = 162, for 77.0%
number of 1's = 359, number correct for 1 = 224, number incorrect = 135, for 62.0%

Total run time: 4184.943 ms.