rfpimp - Improve compatibility with 0.24 scikit-learn

- Jupyter Notebook
Published by parrt about 5 years ago

rfpimp - 1.3.6 Add title to plots, improve sklearn compatibility, add support for different correlation methods

- Jupyter Notebook
Published by parrt over 5 years ago

rfpimp - small bug fix for 0.22 sklearn

- Jupyter Notebook
Published by parrt almost 6 years ago

rfpimp - Improve bar charts for feature importances, add feature dependence heatmap

• Added plot_dependence_heatmap() to plot feature dependence heat maps
• Improve feature importance plots so that the bars are always the same. You can specify a title and there is better scaling support.
• The plotting routines return PimpViz objects that by default render the current matplotlib image via SVG, getting a much sharper image than the default PNG.
• dropcol importance was relying on OOB scores instead of the more general model scoring/metric.
• Added a stemplot version that mimics the bar chart for feature importance.
• Added precision argument to the correlation heat map function.
• Rebuilt the notebook examples and the ones that generate images for the paper.
• Added a section to the paper that shows the feature dependence heat map applied to the breast-cancer data set.

- Jupyter Notebook
Published by parrt over 7 years ago

rfpimp - Improve bar charts for feature importances

- Jupyter Notebook
Published by parrt over 7 years ago