Simple Binary Classification for Breast Cancer Dataset

Template Credit: Adapted from template made available by Dr. Jason Brownlee of Machine Learning Mastery. Data Set Description: https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Original) Benchmark References: https://www.kaggle.com/uciml/breast-cancer-wisconsin-data Modeling Approach: binary classification, converting categorical to numerical attributes Working through machine learning problems from end-to-end requires a structured modeling approach. Working problems through a project template can encourage you to think about… Read More

Simple Regression Model for Boston Housing with Ensemble Models

Credit: Template and study cases were adapted from blog posts made available by Dr. Jason Brownlee of Machine Learning Mastery. For more information on this case study project, please consult Dr. Brownlee’s blog post at https://machinelearningmastery.com/regression-machine-learning-tutorial-weka/. Dataset Used: Housing Values in Suburbs of Boston ML Model: Regression, numeric inputs Dataset Reference: https://archive.ics.uci.edu/ml/datasets/Housing The purpose of… Read More