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some advice
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EricSchles committed Aug 18, 2019
1 parent 5b612e4 commit d7fab35
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6 changes: 2 additions & 4 deletions drifter_ml/classification_tests/classification_tests.py
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Expand Up @@ -332,10 +332,8 @@ class ClassificationTests(FixedClassificationMetrics):
* cross_val_average : the average of all folds must be above some number
* cross_val_lower_boundary : each fold must be above the lower boundary
* lower_boundary_per_class : each class must be above a given lower boundary the lower boundary per class can be different
* cross_val_anomaly_detection : the score for each fold must
have a deviance from the average below a set tolerance
* cross_val_per_class_anomaly_detection : the score for each class
for each fold must have a deviance from the average below a set tolerance
* cross_val_anomaly_detection : the score for each fold must have a deviance from the average below a set tolerance
* cross_val_per_class_anomaly_detection : the score for each class for each fold must have a deviance from the average below a set tolerance
As you can see, at each level of sophistication we need more data to get
representative sets. But if more data is available, then we are able
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