Heatmap-Integrated Decision Tree Visualizations
Prepares the feature dataframes for tiles.
Print a ggHeatTree object. Adopted from https://github.com/daattali/gg...
Performs transformation on continuous variables.
Determines terminal node position.
Align decision tree and heatmap:
Performs clustering or features.
Performs clustering of samples.
Compute decision tree from data set
Draws the heatmap.
Draws the conditional decision tree.
Print decision tree performance according to different metrics.
Get color functions from character vectors
Select the important features to be displayed.
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Draws and aligns decision tree and heatmap.
Creates smart node layout.
Apply the predicted tree on either new test data or training data.
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Creates interpretable decision tree visualizations with the data represented as a heatmap at the tree's leaf nodes. 'treeheatr' utilizes the customizable 'ggparty' package for drawing decision trees.
Useful links