Regression Model for Bike Sharing Using R – Take 2

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Bike Sharing Dataset Dataset ML Model: Regression with numerical attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset For available performance benchmarks, please consult: https://www.kaggle.com/contactprad/bike-share-daily-data INTRODUCTION: Using the data generated by a bike sharing system, this project attempts to predict the daily… Read More

Regression Model for Bike Sharing Using R – Take 1

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery. Dataset Used: Bike Sharing Dataset Dataset ML Model: Regression with numerical attributes Dataset Reference: https://archive.ics.uci.edu/ml/datasets/Bike+Sharing+Dataset For available performance benchmarks, please consult: https://www.kaggle.com/contactprad/bike-share-daily-data INTRODUCTION: Using the data generated by a bike sharing system, this project attempts to predict the daily… Read More

Binary Classification Model for Bank Marketing Using Python, Take 3

Template Credit: Adapted from a template made available by Dr. Jason Brownlee of Machine Learning Mastery (http://machinelearningmastery.com/) Dataset Used: Bank Marketing Dataset Dataset ML Model: Binary classification with numerical and categorical attributes Dataset Reference: http://archive.ics.uci.edu/ml/datasets/bank+marketing One source of potential performance benchmarks: https://www.kaggle.com/rouseguy/bankbalanced INTRODUCTION: The Bank Marketing dataset involves predicting the whether the bank clients will… Read More