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class="devsite-nav-toggle" aria-hidden="true"></a><div class="devsite-nav-title devsite-nav-title-no-path" tabindex="0" role="button"> <span class="devsite-nav-text" tooltip>tfdv</span> </div><ul class="devsite-nav-section"><li class="devsite-nav-item"><a href="/tfx/data_validation/api_docs/python/tfdv" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/data_validation/api_docs/python/tfdv" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/data_validation/api_docs/python/tfdv" ><span class="devsite-nav-text" tooltip>Overview</span></a></li><li class="devsite-nav-item"><a href="/tfx/data_validation/api_docs/python/tfdv/CombinerStatsGenerator" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/data_validation/api_docs/python/tfdv/CombinerStatsGenerator" track-type="bookNav" track-name="click" 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track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ConfusionMatrixAtThresholds" ><span class="devsite-nav-text" tooltip>ConfusionMatrixAtThresholds</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ConfusionMatrixPlot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ConfusionMatrixPlot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ConfusionMatrixPlot" ><span class="devsite-nav-text" tooltip>ConfusionMatrixPlot</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/DerivedMetricComputation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: 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track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/FNR" ><span class="devsite-nav-text" tooltip>FNR</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/FP" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/FP" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/FP" ><span class="devsite-nav-text" tooltip>FP</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/FPR" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/FPR" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/FPR" ><span 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class="devsite-nav-text" tooltip>FeaturePreprocessor</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/FowlkesMallowsIndex" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/FowlkesMallowsIndex" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/FowlkesMallowsIndex" ><span class="devsite-nav-text" tooltip>FowlkesMallowsIndex</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Informedness" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Informedness" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Informedness" ><span class="devsite-nav-text" tooltip>Informedness</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Markedness" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Markedness" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Markedness" ><span class="devsite-nav-text" tooltip>Markedness</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MatthewsCorrelationCoefficient" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MatthewsCorrelationCoefficient" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MatthewsCorrelationCoefficient" ><span class="devsite-nav-text" tooltip>MatthewsCorrelationCoefficient</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MaxRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MaxRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MaxRecall" ><span class="devsite-nav-text" tooltip>MaxRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Mean" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Mean" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Mean" ><span class="devsite-nav-text" tooltip>Mean</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsoluteAttributions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsoluteAttributions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsoluteAttributions" ><span class="devsite-nav-text" tooltip>MeanAbsoluteAttributions</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsoluteError" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsoluteError" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsoluteError" ><span class="devsite-nav-text" tooltip>MeanAbsoluteError</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsolutePercentageError" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsolutePercentageError" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAbsolutePercentageError" ><span class="devsite-nav-text" tooltip>MeanAbsolutePercentageError</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAttributions" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanAttributions" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanAttributions" ><span class="devsite-nav-text" tooltip>MeanAttributions</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanLabel" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanLabel" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanLabel" ><span class="devsite-nav-text" tooltip>MeanLabel</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanPrediction" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanPrediction" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanPrediction" ><span class="devsite-nav-text" tooltip>MeanPrediction</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanSquaredError" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanSquaredError" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanSquaredError" ><span class="devsite-nav-text" tooltip>MeanSquaredError</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanSquaredLogarithmicError" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MeanSquaredLogarithmicError" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MeanSquaredLogarithmicError" ><span class="devsite-nav-text" tooltip>MeanSquaredLogarithmicError</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Metric" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Metric" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Metric" ><span class="devsite-nav-text" tooltip>Metric</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricComputation" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MetricComputation" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricComputation" ><span class="devsite-nav-text" tooltip>MetricComputation</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricComputations" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MetricComputations" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricComputations" ><span class="devsite-nav-text" tooltip>MetricComputations</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricKey" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MetricKey" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricKey" ><span class="devsite-nav-text" tooltip>MetricKey</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricsDict" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MetricsDict" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MetricsDict" ><span class="devsite-nav-text" tooltip>MetricsDict</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MinLabelPosition" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MinLabelPosition" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MinLabelPosition" ><span class="devsite-nav-text" tooltip>MinLabelPosition</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MissRate" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MissRate" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MissRate" ><span class="devsite-nav-text" tooltip>MissRate</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MultiClassConfusionMatrixAtThresholds" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MultiClassConfusionMatrixAtThresholds" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MultiClassConfusionMatrixAtThresholds" ><span class="devsite-nav-text" tooltip>MultiClassConfusionMatrixAtThresholds</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MultiClassConfusionMatrixPlot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MultiClassConfusionMatrixPlot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MultiClassConfusionMatrixPlot" ><span class="devsite-nav-text" tooltip>MultiClassConfusionMatrixPlot</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/MultiLabelConfusionMatrixPlot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/MultiLabelConfusionMatrixPlot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/MultiLabelConfusionMatrixPlot" ><span class="devsite-nav-text" tooltip>MultiLabelConfusionMatrixPlot</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/NDCG" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/NDCG" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/NDCG" ><span class="devsite-nav-text" tooltip>NDCG</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/NPV" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/NPV" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/NPV" ><span class="devsite-nav-text" tooltip>NPV</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/NegativeLikelihoodRatio" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/NegativeLikelihoodRatio" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/NegativeLikelihoodRatio" ><span class="devsite-nav-text" tooltip>NegativeLikelihoodRatio</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/NegativePredictiveValue" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/NegativePredictiveValue" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/NegativePredictiveValue" ><span class="devsite-nav-text" tooltip>NegativePredictiveValue</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionConfusionMatrixPlot" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionConfusionMatrixPlot" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionConfusionMatrixPlot" ><span class="devsite-nav-text" tooltip>ObjectDetectionConfusionMatrixPlot</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionMaxRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionMaxRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionMaxRecall" ><span class="devsite-nav-text" tooltip>ObjectDetectionMaxRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionPrecision" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionPrecision" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionPrecision" ><span class="devsite-nav-text" tooltip>ObjectDetectionPrecision</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionPrecisionAtRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionPrecisionAtRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionPrecisionAtRecall" ><span class="devsite-nav-text" tooltip>ObjectDetectionPrecisionAtRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionRecall" ><span class="devsite-nav-text" tooltip>ObjectDetectionRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionThresholdAtRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionThresholdAtRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/ObjectDetectionThresholdAtRecall" ><span class="devsite-nav-text" tooltip>ObjectDetectionThresholdAtRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/PPV" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/PPV" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/PPV" ><span class="devsite-nav-text" tooltip>PPV</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/PlotKey" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/PlotKey" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/PlotKey" ><span class="devsite-nav-text" tooltip>PlotKey</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/PositiveLikelihoodRatio" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/PositiveLikelihoodRatio" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/PositiveLikelihoodRatio" ><span class="devsite-nav-text" tooltip>PositiveLikelihoodRatio</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Precision" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Precision" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Precision" ><span class="devsite-nav-text" tooltip>Precision</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/PrecisionAtRecall" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/PrecisionAtRecall" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/PrecisionAtRecall" ><span class="devsite-nav-text" tooltip>PrecisionAtRecall</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor" ><span class="devsite-nav-text" tooltip>Preprocessor</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/BundleContextParam" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/BundleContextParam" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/BundleContextParam" ><span class="devsite-nav-text" tooltip>Preprocessor.BundleContextParam</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/BundleFinalizerParam" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/BundleFinalizerParam" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/BundleFinalizerParam" ><span class="devsite-nav-text" tooltip>Preprocessor.BundleFinalizerParam</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/RestrictionParam" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/RestrictionParam" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/RestrictionParam" ><span class="devsite-nav-text" tooltip>Preprocessor.RestrictionParam</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/SetupContextParam" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/SetupContextParam" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/SetupContextParam" ><span class="devsite-nav-text" tooltip>Preprocessor.SetupContextParam</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/StateParam" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/StateParam" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/StateParam" ><span class="devsite-nav-text" tooltip>Preprocessor.StateParam</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Preprocessor/TimerParam" class="devsite-nav-title 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class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/Prevalence" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/Prevalence" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/Prevalence" ><span class="devsite-nav-text" tooltip>Prevalence</span></a></li><li class="devsite-nav-item"><a href="/tfx/model_analysis/api_docs/python/tfma/metrics/PrevalenceThreshold" class="devsite-nav-title gc-analytics-event" data-category="Site-Wide Custom Events" data-label="Book nav link, pathname: /tfx/model_analysis/api_docs/python/tfma/metrics/PrevalenceThreshold" track-type="bookNav" track-name="click" track-metadata-eventdetail="/tfx/model_analysis/api_docs/python/tfma/metrics/PrevalenceThreshold" ><span class="devsite-nav-text" tooltip>PrevalenceThreshold</span></a></li><li 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Automatically generated file. --> <div itemscope itemtype="http://developers.google.com/ReferenceObject"> <meta itemprop="name" content="tfx.v1.types" /> <meta itemprop="path" content="Stable" /> </div> <!-- Insert buttons and diff --> <table class="tfo-notebook-buttons tfo-api nocontent" align="left"> <td> <a target="_blank" href="https://github.com/tensorflow/tfx/blob/v1.15.1/tfx/types/__init__.py"> <img src="https://www.tensorflow.org/images/GitHub-Mark-32px.png"> View source on GitHub </a> </td> </table> <p>TFX types module.</p> <h2 id="modules" data-text="Modules" tabindex="-1">Modules</h2> <p><a href="https://www.tensorflow.org/tfx/api_docs/python/tfx/v1/types/standard_artifacts"><code translate="no" dir="ltr">standard_artifacts</code></a> module: Public API for standard_artifacts.</p> <h2 id="classes" data-text="Classes" tabindex="-1">Classes</h2> <p><a href="https://www.tensorflow.org/tfx/api_docs/python/tfx/v1/types/BaseBeamComponent"><code translate="no" dir="ltr">class BaseBeamComponent</code></a>: Base class for a TFX Beam pipeline component.</p> <p><a href="https://www.tensorflow.org/tfx/api_docs/python/tfx/v1/types/BaseChannel"><code translate="no" dir="ltr">class BaseChannel</code></a>: An abstraction for component (BaseNode) artifact inputs.</p> <p><a href="https://www.tensorflow.org/tfx/api_docs/python/tfx/v1/types/BaseComponent"><code translate="no" dir="ltr">class BaseComponent</code></a>: Base class for a TFX pipeline component.</p> <p><a href="https://www.tensorflow.org/tfx/api_docs/python/tfx/v1/types/BaseFunctionalComponent"><code translate="no" dir="ltr">class BaseFunctionalComponent</code></a>: Base class for functional components.</p> <p><a href="https://www.tensorflow.org/tfx/api_docs/python/tfx/v1/types/BaseFunctionalComponentFactory"><code translate="no" dir="ltr">class BaseFunctionalComponentFactory</code></a>: Serves to declare the return type below.</p> <p><a href="https://www.tensorflow.org/tfx/api_docs/python/tfx/v1/types/BaseNode"><code translate="no" dir="ltr">class BaseNode</code></a>: Base class for a node in TFX pipeline.</p> </div> <devsite-thumb-rating position="footer"> </devsite-thumb-rating> <div class="devsite-floating-action-buttons"> </div> </article> <devsite-content-footer class="nocontent"> <p>Except as otherwise noted, the content of this page is licensed under the <a href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 License</a>, and code samples are licensed under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache 2.0 License</a>. 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