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Gallery

Feature Analysis

Features Analysis adViz Visualizer Features Analysis rank1d shapiro\ Features Analysis rank2d covariance Parallel Coordinates for 5 features Principal Component Plot t-SNE Manifold Visualization t-SNE Manifold Visualization Discrete Target Isomap Manifold Visualization Feature Importance using Gradient Boosting Classifier Feature Importance using Gradient Boosting Classifier Scatter Visualization Joint Point Visualization

Regression Visualizers

Residuals for Ridge Model Prediction Error for Lasso Lasso Alpha Error

Classification Visualizers

GaussianNB Classification Report Logistic Regression Confusion Matrix with Numeric Labels Logistic Regression Confusion Matrix with Class Name Labels Binary ROC Curves for Logistic Regression Multiclass ROC Curves Precision-Recall Curves Multi-Label Precision-Recall Curves Class Prediction Error for Random Forest Classifier Threshold Plot for Logistic Regression

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 for Decision Tree Regresor Learning Curve for MultinomialNB Learning Curve for KMeans CV Scores for MultinomialNB Classification CV Scores for Ridge Regression

Text Modeling Visualizers

Validation Curve for Decision Tree Regresor TSNE Projection of Documents Dispersion Plot

Decision Boundaries Visualizer

Nearest Neighbor Boundary Visualizer

Target Visualizers

Balanced Binning Reference Class Balance Feature Correlation Pearson Correlation Coefficients Feature Correlation Mutual Information - Regression Feature Correlation Mutual Information - Classification