SmileSmile

This extension wraps functionality from the Smile library (http://haifengl.github.io/smile/) and provides them as operators.

This extension wraps functionality from the Smile library (http://haifengl.github.io/smile/) and provides them as operators.

Smile is a fast and comprehensive machine learning engine. They focus on Speed, Ease of Use, Comprehensive, Natural Language Processing and Mathematics and Statisitcs.

Currently the extension provides the following Operators:

  • Anomaly:
    • Gaussian Mixture
  • Blending:
    • t-SNE
  • Cleansing:
    • Probabilistic Principal Component Analysis (PPCA) 
  • Clustering:
    • G-Means
  • Models:
    • Parametric Probability Estimator
  • Regression:
    • Lasso Regression
    • Random Forest Regression (Smile) (new in 0.2.0)

Version 0.2.0 (2019-07-30)

  • Added new operator Random Forest Regression (Smile)
  • Added the corresponding Random Forest Model

Version 0.1.0 (2019-02-08)

  • Extension release
  • New operator Gaussian Mixture
  • New operator G-Means 
  • New operator Probabilistic Principal Component Analysis 
  • New operator Lasso Regression
  • Operator t-SNE copied from Operator Toolbox Extension
  • Operator Parametric Probability Estimator copied from Operator Toolbox Extension

Product Details

Version 0.2.0
File size 1.3 MB
Downloads 785 (14 Today)785 downloads
Vendor RapidMiner Labs
Category Machine Learning
Released 7/30/19
Last Update 7/30/19 1:18 PM
(Changes)
License AGPL
Product web site
Rating 0.0 stars(0)