Machine Learning Tools

The Machine Learning category includes modeling tools for both classification and regression models. The Machine Learning tools are based on ayx-learn, which is built on Scikit-learn.

Machine Learning Tools

Assisted Modeling

Expert Modeling

Definitions for Machine Learning Tools

Steps in Assisted Modeling

Select Target and Machine-Learning Method

Select Target and Machine-Learning Method

Set Data Types

Clean Up Missing Values

Select Features

Select Algorithms

Other Machine Learning Tools

Predict Tool

One Hot Encoding Machine Learning Tool

Fit Tool Machine Learning Tool

Transformation Tool

Data Typing Transformer

Missing Value Imputation Transformer

Feature Selection Transformer


Classification Tool

Logistic Regression Classifier

Random Forest Classifier

Decision Tree Classifier


Regression Machine Learning Tool

Linear Regression

Random Forest Regression

Decision Tree Regression