Tabular Checks#

Custom Checks#

Create a Custom Check

Create a Custom Check

Create a Custom Check

Data Integrity#

Mixed Nulls

Mixed Nulls

Mixed Nulls
Percent Of Nulls

Percent Of Nulls

Percent Of Nulls
String Mismatch

String Mismatch

String Mismatch
String Length Out Of Bounds

String Length Out Of Bounds

String Length Out Of Bounds
Feature Label Correlation

Feature Label Correlation

Feature Label Correlation
Is Single Value

Is Single Value

Is Single Value
Feature Feature Correlation

Feature Feature Correlation

Feature Feature Correlation
Columns Info

Columns Info

Columns Info
Outlier Sample Detection

Outlier Sample Detection

Outlier Sample Detection
Identifier Label Correlation

Identifier Label Correlation

Identifier Label Correlation
Conflicting Labels

Conflicting Labels

Conflicting Labels
Data Duplicates

Data Duplicates

Data Duplicates
Special Characters

Special Characters

Special Characters
Mixed Data Types

Mixed Data Types

Mixed Data Types

Model Evaluation#

Model Info

Model Info

Model Info
Segment Performance

Segment Performance

Segment Performance
Unused Features

Unused Features

Unused Features
Confusion Matrix Report

Confusion Matrix Report

Confusion Matrix Report
Simple Model Comparison

Simple Model Comparison

Simple Model Comparison
Model Inference Time

Model Inference Time

Model Inference Time
Regression Systematic Error

Regression Systematic Error

Regression Systematic Error
ROC Report

ROC Report

ROC Report
Regression Error Distribution

Regression Error Distribution

Regression Error Distribution
Single Dataset Performance

Single Dataset Performance

Single Dataset Performance
Train Test Performance

Train Test Performance

Train Test Performance
Weak Segments Performance

Weak Segments Performance

Weak Segments Performance
Calibration Score

Calibration Score

Calibration Score
Boosting Overfit

Boosting Overfit

Boosting Overfit
Train Test Prediction Drift

Train Test Prediction Drift

Train Test Prediction Drift
Multi Model Performance Report

Multi Model Performance Report

Multi Model Performance Report

Train Test Validation#

This check is deprecated, see `IdentifierLabelCorrelation

sphx_glr_checks_gallery_tabular_train_test_validation_plot_identifier_leakage.py

This check is deprecated, see `IdentifierLabelCorrelation
String Mismatch Comparison

String Mismatch Comparison

String Mismatch Comparison
Train Test Samples Mix

Train Test Samples Mix

Train Test Samples Mix
Datasets Size Comparison

Datasets Size Comparison

Datasets Size Comparison
New Label

New Label

New Label
New Category

New Category

New Category
Index Leakage

Index Leakage

Index Leakage
Feature Label Correlation Change

Feature Label Correlation Change

Feature Label Correlation Change
Multivariate Drift

Multivariate Drift

Multivariate Drift
Train Test Label Drift

Train Test Label Drift

Train Test Label Drift
Date Train Test Leakage Overlap

Date Train Test Leakage Overlap

Date Train Test Leakage Overlap
Date Train Test Leakage Duplicates

Date Train Test Leakage Duplicates

Date Train Test Leakage Duplicates
Train Test Feature Drift

Train Test Feature Drift

Train Test Feature Drift

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