Code

Logistic / Multinomial regression#369

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Merged

vandenman merged 30 commits intojasp-stats:masterjasp-stats/jaspMachineLearning:masterfrom koenderks:logitregkoenderks/jaspMachineLearning:logitregCopy head branch name to clipboardSep 13, 2024

+807-11

Commits

Commits on Sep 9, 2024

• First implementation

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• Update mlClassificationLogistic.R

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Commits on Sep 10, 2024

• Add intercept option

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• Add coefficients table for logistic

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• Update

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• Change file names

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• Update mlClassificationLogisticMultinomial.R

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• Update coef table

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• Make AUC work

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• Make roc plot work

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• Make decision boundary work

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• Start with prediction

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• Prediction for logit regression

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• Predictions for multinomial

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• Formula for multinomial

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• Update table content

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• explainers

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• Update mlClassificationLogisticMultinomial.R

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• Update test-mlclassificationlogisticmultinomial.R

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Commits on Sep 11, 2024

• Add info text

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• Update

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• Update mlClassificationLogisticMultinomial.R

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• coef table for multinomial

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• Add test for logistic

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• Support different link functions

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• Change decode method

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• Complementary log log

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• Fix little bug in regularized linear regression where intercept was incorrectly shown in equation

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• Ensure first "+" is not shown if there is no intercept

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• Fix bug for single variable logistic without intercept

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