Gallery¶

Feature Analysis¶

Features Analysis RadViz Visualizer

Features Analysis Shapiro Rank1D

Features Analysis Covariance Rank2D

Parallel Coordinates for 5 features

Principal Component Plot 3D

t-SNE Manifold Visualization

t-SNE Manifold Visualization Discrete Target

Isomap Manifold Visualization

Scatter Visualization

Joint Point Visualization

Regression Visualizers¶

Residuals for Ridge Model

Prediction Error for Lasso

Alpha Selection for Lasso

Classification Visualizers¶

GaussianNB Classification Report

Logistic Regression Confusion Matrix with Numeric Labels

Logistic Regression Confusion Matrix with Class Name Labels

Binary ROC Curves

Multiclass ROC Curves

Precision-Recall Curves

Multiclass Precision-Recall Curves

Class Prediction Error of Classifier

Discrimination Threshold Plot

Clustering Visualizers¶

Distortion Score Elbow for Mini Batch Means Clustering

Silhoutte Plot of Mini Batch Kmeans Clustering

Intercluster Distance Maps

Model Selection Visualizers¶

Validation Curve Hyperparameter Tuning

Learning Curves for Data Sufficiency

Cross Validation Scores

Nearest Neighbor Decision Boundary Prototype

Feature Importance using Ensemble Classifier

Recursive Feature Elimination with Ensemble Classifier

Text Modeling Visualizers¶

Token Frequency Distribution

TSNE Projection of Documents

Dispersion of Words in a Corpus

Parts-of-Speech in a Tagged Corpus

Target Visualizers¶

Balanced Binning Reference

Class Balance

Feature Correlation Pearson Correlation Coefficients

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