calfcv
v0.3.13

Getting Started

  • Quick Start

Documentation

  • User Guide
  • CalfCV API

Tutorial - Examples

  • General examples
    • Plot the AUC curve
    • Plot the ROC curve
    • Calf runtime complexity
    • Calf stacked LogisticRegression Plot
    • CalfCV comparison plot
    • Compare Calf with LogisticRegression
    • Decision boundaries

Studies - Text

  • Calf classification performance of multilabel text documents
  • Sentiment analysis of positive and negative IMDB reviews

Studies - N2 dataset

  • The N2 dataset
  • Low feature importance and generalization failure in the N2 dataset
  • Feature importances with a forest of trees
  • Clustering of the N2 dataset
  • The AUC from example 1 of the Calf paper
  • Analysis of data that lacks informative features

Studies - Small pathological example

  • Small pathological example
calfcv
  • General examples
  • Edit on GitHub

General examplesΒΆ

Introductory examples.

Plot the AUC curve

Plot the AUC curve

Plot the ROC curve

Plot the ROC curve

Calf runtime complexity

Calf runtime complexity

Calf stacked LogisticRegression Plot

Calf stacked LogisticRegression Plot

CalfCV comparison plot

CalfCV comparison plot

Compare Calf with LogisticRegression

Compare Calf with LogisticRegression

Decision boundaries

Decision boundaries

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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