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GCC Fraud Detection_​v1

Data Collection Data Exploration Data Processing Machine Learning Lime Work Flow Sampling Feature Importance GCC Insurance ClaimsDimensions Data TypesStatisticsRounded amountsCorrelation Node 7Most of features are convertedNode 9Remove OultierMin Max ScalerColors Fraudlent80/20execute up-streambefore configuration10 rows tobe examinedOversampling training a local GLMfor each input instance to generate a Local Inter. Model-agn. Explanationtop input : test rows to be explainedbottom input : test set distributionNode 1983Node 1993Right Click > Interactive Viewtop: Dataset Samplemiddle: from AutoML componentbottom: Explainable Instances----output: ExplanationsCSV Reader Extract TableDimension Extract Table Spec Statistics View Column Filter Linear Correlation Extract Table Spec Number to String Box Plot(JavaScript) Numeric Outliers Normalizer Color Manager Partitioning AutoML Row Sampling Predictor queued SMOTE Global FeatureImportance queued Compute LIME queued LIME Loop Start Loop End queued Bar Chart queued XAI View queued Data Collection Data Exploration Data Processing Machine Learning Lime Work Flow Sampling Feature Importance GCC Insurance ClaimsDimensions Data TypesStatisticsRounded amountsCorrelation Node 7Most of features are convertedNode 9Remove OultierMin Max ScalerColors Fraudlent80/20execute up-streambefore configuration10 rows tobe examinedOversampling training a local GLMfor each input instance to generate a Local Inter. Model-agn. Explanationtop input : test rows to be explainedbottom input : test set distributionNode 1983Node 1993Right Click > Interactive Viewtop: Dataset Samplemiddle: from AutoML componentbottom: Explainable Instances----output: ExplanationsCSV Reader Extract TableDimension Extract Table Spec Statistics View Column Filter Linear Correlation Extract Table Spec Number to String Box Plot(JavaScript) Numeric Outliers Normalizer Color Manager Partitioning AutoML Row Sampling Predictor queued SMOTE Global FeatureImportance queued Compute LIME queued LIME Loop Start Loop End queued Bar Chart queued XAI View queued

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Created by: TMostafa
Created at: 2025-05-25
On NodePit since: 2025-06-05
Last update: 2025-06-06
Created with KNIME version: v5.3.3

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