An R package for fitting Quinlan's Cubist regression model
Repositories
topepo repositories
Customizable Higher Order Recipes Step Functions
moDel Agnostic Language for Exploration and eXplanation
Materials for the Applied Machine Learning Workshop in Washington DC
Materials for the Applied Machine Learning Workshop in Washington DC
Fulfilling food orders are very time sensitive; the customer expects very fast delivery. To improve service times, you need to develop an ETA prediction scheme. Given the time of day, and the distance to be travelled, we would like to estimate the time it takes to deliver an order (ETA). Note that this may vary from city to city.
Version, Pin, and Deploy 'caret' Models with 'pins' and 'plumber'
Version, share, and deploy tidymodels workflows
S3 classes for multivariate optimization using the desirability function by Derringer and Suich (1980)
Create graph diagrams and flowcharts using R.
Tools for creating tuning parameter values
A Framework for Dimensionality Reduction in R
Syntax Highlighting and Automatic Linking
Dplyr: A grammar of data manipulation
Simulation studies to compare tree- and rule-based models for different encodings
Extra recipes for categorical predictor embeddings
Self-Tuning Data Adaptive Matrix Imputation
Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson
Feature Selection Simulation Files