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sid-sahani/Evaluation Scores Doubt

Created October 4, 2016 06:59
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Evaluation Scores Doubt
Trying epoch 6
*** Completed epoch {} ***6
Evaluate model....
Predicted: 0 1
Actual:
0 N/A | 32 55
1 ModelName | 12 75
Examples labeled as N/A classified by model as N/A: 32 times
Examples labeled as N/A classified by model as ModelName: 55 times
Examples labeled as ModelName classified by model as N/A: 12 times
Examples labeled as ModelName classified by model as ModelName: 75 times
==========================Scores========================================
Accuracy: 0.6149
Precision: 0.6521
Recall: 0.6149
F1 Score: 0.633
========================================================================
Class Precision Recall F1-Score
Neg : 0.727 0.368 0.489
Pos : 0.577 0.862 0.691
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sid-sahani commented Oct 4, 2016 •
edited

Another instance :
Evaluate model....

Predicted: 0 1
Actual:
0 N/A | 0 87
1 ModelName | 0 87

Examples labeled as N/A classified by model as ModelName: 87 times
Examples labeled as ModelName classified by model as ModelName: 87 times

Warning: class N/A was never predicted by the model. This class was excluded from the average precision

==========================Scores========================================
 Accuracy:  0.5
 Precision: 0.5
 Recall:    0.5
 F1 Score:  0.5
========================================================================
Class   Precision   Recall      F1-Score
Neg :   0.0         0.0         0.0
Pos :           0.5         1.0         0.667

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