niftynet.contrib.evaluation.classification_evaluations module

This module defines built-in evaluation functions for classification applications

Many classification metrics only make sense computed over all subjects, so aggregation is used.

class roc(reader, app_param, eval_param)

Bases: niftynet.evaluation.base_evaluations.BaseEvaluation

layer_op(subject_id, data)

classmethod aggregate(df)

get_aggregations()

class roc_auc(reader, app_param, eval_param)

Bases: niftynet.evaluation.base_evaluations.BaseEvaluation

layer_op(subject_id, data)

classmethod aggregate(df)

get_aggregations()