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{skjs●n-visualise}

Explainable AI starts with seeing how your model thinks. Coming soon...

Interactive Decision Tree

This visualises a single decision tree from an Iris Random Forest model exported via skjson. Enter feature values and watch the tree traverse to a prediction.

Enter Iris flower measurements and watch the decision tree classify it step-by-step:

YesNoYesNoYesNoYesNoYesNoYesNoYesNoYesNo
Setosa
Petal Width≤ 0.70
Versicolor
Petal Length≤ 4.95
Virginica
Petal Width≤ 1.55
Virginica
Sepal Length≤ 5.80
Versicolor
Petal Length≤ 5.40
Virginica
Petal Width≤ 1.75
Virginica
Sepal Width≤ 3.15
Versicolor
Petal Width≤ 1.85
Virginica
click predict to see the traversal
Setosa
Versicolor
Virginica

coming soon

skjson-visualise will be a standalone Python and JavaScript package that leverages the explainability of the JSON model format to create rich, interactive visualisations.