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02_​Explainable_​Artificial_​Intelligence_​(XAI)_​Complex

Workflow

eXplainable Artificial Intelligence (XAI) - Complex
autoMLautomated machine learningguided analyticsintegrated deploymentXAIMLISHAPsurrogatepartial dependenceICEsmachine learning interpretability
select targetcolumntitanic.csvRight Click > Interactive Viewto change datasetTop: rest of the dataBottom: rows to explainnew predictionsRight Click > Interactive Viewselect instances to be explainedvia confusion matrixClose&Apply in Viewmaking sure Table Spec is identicalenforceinteractivecolumn filterglobal feature importanceadd model nameremove ground truthselecttargetcolumnRight Click > Execute & Open Viewtop: Dataset Samplemiddle: from AutoML componentbottom: Explainable Instances----output: ExplanationsAutoML Data Access View Partitioning Workflow Executor Binary ClassificationInspector ReferenceColumn Filter Workflow Combiner Bar Chart ConstantValue Column Column Filter Filter Rowsto Explain InteractiveColumn Filter XAI View select targetcolumntitanic.csvRight Click > Interactive Viewto change datasetTop: rest of the dataBottom: rows to explainnew predictionsRight Click > Interactive Viewselect instances to be explainedvia confusion matrixClose&Apply in Viewmaking sure Table Spec is identicalenforceinteractivecolumn filterglobal feature importanceadd model nameremove ground truthselecttargetcolumnRight Click > Execute & Open Viewtop: Dataset Samplemiddle: from AutoML componentbottom: Explainable Instances----output: ExplanationsAutoML Data Access View Partitioning Workflow Executor Binary ClassificationInspector ReferenceColumn Filter Workflow Combiner Bar Chart ConstantValue Column Column Filter Filter Rowsto Explain InteractiveColumn Filter XAI View

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Nodes

02_​Explainable_​Artificial_​Intelligence_​(XAI)_​Complex consists of the following 1740 nodes(s):

Plugins

02_​Explainable_​Artificial_​Intelligence_​(XAI)_​Complex contains nodes provided by the following 21 plugin(s):