by GCBC Ventures | Dec 17, 2019 | Basketball, Machine Learning
Previous articles in this series: NBA Win Loss Prediction – Data Exploration NBA Win Loss Prediction – Data Preprocessing Multilayer Perceptrons MLP Models Results Code 1. Multilayer Perceptrons We use a random hyperparameter search along with cross validation to...
by GCBC Ventures | Dec 1, 2019 | Basketball, Machine Learning
Previous articles in this series: NBA Win Loss Prediction – Data Exploration In this brief article, we preprocess and save data to be used in constructing machine learning algorithms to predict wins and losses for NBA teams. The raw data, from Basketball Reference,...
by GCBC Ventures | Nov 6, 2019 | Basketball, Machine Learning
Definitions and Data Statistics and Feature Importances 1. Definitions and Data This article is the beginning of a series of articles in which we create machine learning models to predict wins and losses for the NBA. We start by defining the variables that we use as...
