MLVisualizationUtils

sklears_utils::visualization

Struct MLVisualizationUtils

pub struct MLVisualizationUtils;

Expand description

ML visualization specific utilities

Implementations§

impl MLVisualizationUtils

pub fn prepare_confusion_matrix( y_true: &Array1<usize>, y_pred: &Array1<usize>, class_names: Option<&[String]>, ) -> UtilsResult<HeatmapData>

Prepare confusion matrix for visualization

pub fn prepare_learning_curve( train_sizes: &Array1<usize>, train_scores: &Array1<f64>, val_scores: &Array1<f64>, ) -> UtilsResult<(LinePlotData, LinePlotData)>

Prepare learning curve data for visualization

pub fn prepare_feature_importance( feature_names: &[String], importance_scores: &Array1<f64>, ) -> UtilsResult<ScatterPlotData>

Prepare feature importance visualization

pub fn prepare_roc_curve( fpr: &Array1<f64>, tpr: &Array1<f64>, auc: f64, ) -> UtilsResult<LinePlotData>

Prepare ROC curve data

Auto Trait Implementations§

impl Freeze for MLVisualizationUtils

impl RefUnwindSafe for MLVisualizationUtils

impl Send for MLVisualizationUtils

impl Sync for MLVisualizationUtils

impl Unpin for MLVisualizationUtils

impl UnwindSafe for MLVisualizationUtils

Blanket Implementations§

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