Implementing Decision Trees From Scratch Using R

Decision Trees You can find the iPython Notebook for this post at https://github.com/bryantravissmith/FromScratch/tree/master/SupervisedLearning/DecisionTrees Decision Trees are a non-parametric supervised machine learning algorithm that takes a set of training data and constructs a set of regions in the space of features that is then used to make predictions. These predictions can be continuous values (Decision Tree […]

Generating Cash Flow Expectations For Lending Club in R

OC R User Group Meet-Up This a a summary of the presentation I gave at the October OC R User Group Meet Up. The focus on the talk was to solve the following problem statement using R. I am investing in Lending Club notes. Specifically Grade A, 36 Month loans. I want to generate an […]