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GitHub
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Managing a project
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Project
Project.put
Project.get
Project.summarize
ML Assistance
evaluate
compare
train_test_split
TrainTestSplit
Report for a single estimator
EstimatorReport
EstimatorReport.help
EstimatorReport.diagnose
EstimatorReport.add_checks
EstimatorReport.cache_predictions
EstimatorReport.clear_cache
EstimatorReport.get_predictions
EstimatorReport.data
help
analyze
EstimatorReport.inspection
help
coefficients
impurity_decrease
permutation_importance
EstimatorReport.metrics
help
summarize
accuracy
add
available
brier_score
confusion_matrix
fit_time
log_loss
mae
mape
precision
precision_recall
predict_time
prediction_error
r2
recall
remove
rmse
roc
roc_auc
timings
Report for a cross-validation of an estimator
CrossValidationReport
CrossValidationReport.help
CrossValidationReport.diagnose
CrossValidationReport.add_checks
CrossValidationReport.cache_predictions
CrossValidationReport.clear_cache
CrossValidationReport.create_estimator_report
CrossValidationReport.get_predictions
CrossValidationReport.data
help
analyze
CrossValidationReport.inspection
help
coefficients
impurity_decrease
permutation_importance
CrossValidationReport.metrics
help
summarize
accuracy
add
available
brier_score
confusion_matrix
log_loss
mae
mape
precision
precision_recall
prediction_error
r2
recall
remove
rmse
roc
roc_auc
timings
Comparing multiple reports
ComparisonReport
ComparisonReport.help
ComparisonReport.diagnose
ComparisonReport.add_checks
ComparisonReport.cache_predictions
ComparisonReport.clear_cache
ComparisonReport.create_estimator_report
ComparisonReport.get_predictions
ComparisonReport.inspection
help
coefficients
impurity_decrease
permutation_importance
ComparisonReport.metrics
help
summarize
accuracy
add
available
brier_score
confusion_matrix
log_loss
mae
mape
precision
precision_recall
prediction_error
r2
recall
remove
rmse
roc
roc_auc
timings
Visualization Displays
TableReportDisplay
MetricsSummaryDisplay
ConfusionMatrixDisplay
RocCurveDisplay
PrecisionRecallCurveDisplay
PredictionErrorDisplay
CoefficientsDisplay
ImpurityDecreaseDisplay
PermutationImportanceDisplay
Display
Utilities
configuration
show_versions
API
ML Assistance
Report for a single estimator
EstimatorReport.metrics
help
help
#
EstimatorReport.metrics.
help
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EstimatorReport.metrics.help()
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