pintervals1.0.1 package

Absolute Error Function for Non-Conformity Scores

Function to compute the between-cluster sum of squares (BCSS) for a se...

Bin chopper function for binned bootstrapping

Bin-individual alpha function for conformal prediction

Bootstrap function for bootstrapping the prediction intervals

Cauchy Kernel Function

Function to compute the Calinski-Harabasz index for a set of clusters

Function to convert class vector to cluster vector based on calibrated...

Function to cluster non-conformity scores using either Kolmogorov-Smir...

Contiguize non-contiguous intervals

Function to find the coverage gap for a set of clusters

Function to find the minimum distance between a class and a set of clu...

Function to convert distance measure to probability

Flatten binned conformal prediction intervals to contiguous intervals

Gaussian Kernel Function

Grid search for lower and upper bounds of continuous conformal predict...

Inner function for grid search

Heterogeneous Error Function for Non-Conformity Scores

Empirical coverage of prediction intervals

Empirical miscoverage of prediction intervals

Mean interval score (MIS) for prediction intervals

Mean width of prediction intervals

Function to perform K-means clustering on quantile empirical cumulativ...

Function to assign classes to clusters based on Kolmogorov-Smirnov clu...

Function to initialize clusters for Kolmogorov-Smirnov clustering

Function to perform Kolmogorov-Smirnov clustering on non-conformity sc...

Logistic Kernel Function

Helper for minimum quantile to alpha function

Non-Conformity Score Computation Function

Function to optimize clusters based on the Calinski-Harabasz index

Bin-conditional conformal prediction intervals for continuous predicti...

Bootstrap prediction intervals

Clustered conformal prediction intervals for continuous predictions

Conformal Prediction Intervals of Continuous Values

Mondrian conformal prediction intervals for continuous predictions

#' Parametric prediction intervals for continuous predictions

pintervals: Model Agnostic Prediction Intervals

Raw Error Function for Non-Conformity Scores

Reciprocal Linear Kernel Function

Relative Error Function for Non-Conformity Scores by predicted Values

Function to compute the within-cluster sum of squares (WCSS) for a set...

Zero-adjusted Relative Error Function for Non-Conformity Scores by pre...