docs(future feat): Example driven development #1239
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MarieSacksick
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This can be closed in favor of #1286 |
thomass-dev
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Feb 19, 2025
#1286) - [x] Rename to `ComparisonReport` - [x] Rebase on top of #1239 and adapt - [x] Raise if `report.metrics.accuracy(data_source="train")` is called with at least one EstimatorReport that does not have training data - [x] Test - [x] Docstrings - [x] MetricsAccessor - [x] Move index column "#0" in front of each metric - [x] Pass report names in comparator - [ ] ~Update plots legend~ see #1309 - The actual `RocCurveDisplay` needs a full refactor to be splitted by use-case: estimator report, cross-validation report and finally comparison report. In each of these use-cases, there is two scenarios with binary classification and multi-class classification. Otherwise, it will be unmaintainable. - [ ] ~Investigate missing metrics in `report_metrics`~ **(deferred to future PR)** - The logic is split between `report_metrics` and `available_if`; it should be merged (ideally everything in `available_if`?) - [ ] ~Refactor to make `CrossValidationReport` depend on it~ **(deferred to future PR)** - [x] ~Change EstimatorReport `repr`?~ Issue #1293 Closes #1245 Co-authored-by: Auguste <[email protected]> Co-authored-by: Sylvain Combettes <[email protected]>
glemaitre
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Feb 20, 2025
probabl-ai#1286) - [x] Rename to `ComparisonReport` - [x] Rebase on top of probabl-ai#1239 and adapt - [x] Raise if `report.metrics.accuracy(data_source="train")` is called with at least one EstimatorReport that does not have training data - [x] Test - [x] Docstrings - [x] MetricsAccessor - [x] Move index column "#0" in front of each metric - [x] Pass report names in comparator - [ ] ~Update plots legend~ see probabl-ai#1309 - The actual `RocCurveDisplay` needs a full refactor to be splitted by use-case: estimator report, cross-validation report and finally comparison report. In each of these use-cases, there is two scenarios with binary classification and multi-class classification. Otherwise, it will be unmaintainable. - [ ] ~Investigate missing metrics in `report_metrics`~ **(deferred to future PR)** - The logic is split between `report_metrics` and `available_if`; it should be merged (ideally everything in `available_if`?) - [ ] ~Refactor to make `CrossValidationReport` depend on it~ **(deferred to future PR)** - [x] ~Change EstimatorReport `repr`?~ Issue probabl-ai#1293 Closes probabl-ai#1245 Co-authored-by: Auguste <[email protected]> Co-authored-by: Sylvain Combettes <[email protected]>
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