model_evaluation#
Module containing the model evaluation checks in the vision package.
Classes
The TrainTestPredictionDrift check is deprecated and will be removed in the 0.14 version. |
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Calculate prediction drift between train dataset and test dataset, using statistical measures. |
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Summarize given metrics on a dataset and model. |
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Calculate the confusion matrix of the model on the given dataset. |
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Summarize mean average precision metrics on a dataset and model per IoU and bounding box area. |
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Summarize mean average recall metrics on a dataset and model per detections and area range. |
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Compare given model score to simple model score (according to given model type). |
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Calculate performance metrics of a given model on a given dataset. |
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Search for segments with low performance scores. |