/ML_Applications

Primary LanguageJupyter Notebook

Sample Applications with Some Machine Learning Methods

This repo consists of various of machine learning applications by using scikit-learn library.

Vefak Murat Akman

  • Logistic Regression
  • MLPClassifier
  • Random Forest Regression
  • Ridge Regression
  • Mutual Information Score
  • Recursive Feature Elimination
  • k-NN. Elbow and Silhoutte Graphs

The basic explanation about codes are in related ipynb files.

The Scikit-learn machine learning library is used. Version is 0.22.2.post1

Python version Python 3.7.6

Dataset are from UCI Machine Learning database

  1. Energy and Efficieny: http://archive.ics.uci.edu/ml/datasets/energy+efficiency
  2. Banking: https://archive.ics.uci.edu/ml/datasets/bank+marketing