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rnn_result
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rnn_result
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The model is loaded.
Done making Arrays
Starting Testing
RNN:
Training Error:
0.2501925
Training Until Convergence
train-errors: [ 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150 0.250150]
valid-errors: [ 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320 0.250320]
([0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998, 0.25014999999999998], [0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999, 0.25031999999999999])
Logistic Regression Classifier: 0.72145
Naive Bayes Classifier: 0.672
Decision Tree Classifier: 0.59465
Random Forest Classifier: 0.7047
MLP Neural Network Classifier: 0.73435