Machine Learning

Below are some use cases of Isalos Analytics Platform in machine learning applications. Each case study is accompanied by:

  • A Manual User Guide report, providing a detailed, step-by-step description of the methodology and results, and
  • the corresponding Isalos workflow file, enabling full reproducibility and hands-on execution of the analysis within the platform.

Regression

Bodyfat

Housing Prices

Insurance Charges

Salary Prediction

Student Performance

Tips

Vehicle

Graduate Admission

Classification

Bank Customer Churn

Breast Cancer

Credit Card

Email Spam

Fish Market

Parkinson’s Disease

Pima Indians Diabetes

Student Performance

Wine Quality

Heart Disease