| Class | Description |
|---|---|
| BaseNetScoreFunction |
Created by Alex on 23/07/2017.
|
| EvaluationScoreFunction |
Score function that calculates an evaluation
Evaluation.Metric on the test set for a
MultiLayerNetwork or ComputationGraph |
| RegressionScoreFunction |
Score function for regression (including multi-label regression) for a MultiLayerNetwork or ComputationGraph
on a test set.
|
| ROCScoreFunction |
Score function that calculates AUC (area under ROC curve) or AUPRC (area under precision/recall curve) on a test set
for a
MultiLayerNetwork or ComputationGraph |
| TestSetAccuracyScoreFunction | Deprecated |
| TestSetF1ScoreFunction | Deprecated |
| TestSetLossScoreFunction |
Score function that calculates the test set loss
on a test set for a
MultiLayerNetwork or ComputationGraph |
| TestSetRegressionScoreFunction | Deprecated |
| Enum | Description |
|---|---|
| ROCScoreFunction.Metric |
Metric to calculate.
AUC: Area under ROC curve AUPRC: Area under precision/recall curve |
| ROCScoreFunction.ROCType |
Type of ROC evaluation to perform:
ROC: use ROC to perform evaluation (single output binary classification)BINARY: use ROCBinary to perform evaluation (multi-output/multi-task binary classification)MULTICLASS: use ROCMultiClass to perform evaluation (1 vs. |