/HiggsBoson-Classifier

Higgs Boson Machine Learning Kaggle Challenge

Primary LanguagePython

CS57800 Project

SVM-Classifier

Higgs Boson Machine Learning Kaggle Challenge

Dataset URL

https://www.kaggle.com/c/higgs-boson/data

Algorithm

RBF Kernal SVM

Cross-validation

Few rounds of (60%, 20%, 20%) data shuffle.

Result

  1. Heatmap of hyperparameter choices (C, Beta)
  2. Individual study of C or Beta on overfitting