Random Forest Estimation Question

This page summarizes the projects mentioned and recommended in the original post on /r/datascience

Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
  • imodels

    Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

    Option 2) fit a model from https://github.com/csinva/imodels on the predicted values of the RF

  • shap

    A game theoretic approach to explain the output of any machine learning model.

    Option 4) create SHAP values https://github.com/slundberg/shap to better understand what the RF did.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts