Machine Learning Application

Machine Learning represents the ability of a computer to learn from studying data and statistics. It analyses data and learns to predict the outcome.

App Features

• Unsupervised Learning
  • PCA Analysis
  • Hierarchical Clustering
  • K-Means Clustering
• Supervised Learning
  1. Classification
     • Logistic Regression
     • SVM
     • Naive Bayes
     • Decision Tree
     • Random Forest
     • XgBoost
  2. Linear Regression
     • Logistic Regression
     • SVM
     • Naive Bayes
     • Decision Tree
     • Random Forest
     • XgBoost

Data: is based on the Bundesliga 2017-2022 Seasons Team Statistics

Data Reference:

• https://fbref.com
• https://www.bundesliga.com

App: Machine Learning App