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https://github.com/zmjones/mmpf

Monte-Carlo methods for prediction functions
https://github.com/zmjones/mmpf

exploratory-data-analysis machine-learning r rstats

Last synced: 30 days ago
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Monte-Carlo methods for prediction functions

Host: GitHub
URL: https://github.com/zmjones/mmpf
Owner: zmjones
Created: 2016-11-03T23:32:08.000Z (about 8 years ago)
Default Branch: master
Last Pushed: 2021-10-15T15:02:49.000Z (about 3 years ago)
Last Synced: 2024-10-01T16:36:57.686Z (about 1 month ago)
Topics: exploratory-data-analysis, machine-learning, r, rstats
Language: TeX
Homepage:
Size: 2.81 MB
Stars: 11
Watchers: 2
Forks: 4
Open Issues: 2
Metadata Files:
- Readme: README.md

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README

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**M**onte-Carlo **M**ethods for **P**rediction **F**unctions

Contains functions which create uniform, random, or user-specified grids and then evaluates marginalized prediction functions on them (e.g., partial dependence). Also contains functions to compute permutation importance.