Cross-Validation and Measurement of Algorithmic Accuracy: Topics of Machine Learning

Introduction to Cross-Validation With the Topics of Machine Learning series in mind, our present discussion addresses a particular technique of performance measurement, the cross-validation methodology. Within this Topics of Machine Learning series, we elaborated extensively on the various machine learning model categories that exist. Our first article to this series provided an overview to all of theseContinue reading “Cross-Validation and Measurement of Algorithmic Accuracy: Topics of Machine Learning”

Cross Product and Dot Product Computation : Vector Calculations

Cross Product and Dot Product Our previous article discussing nuances of vector calculus presented features of the dot product and cross product. These vector computations, though not too complex, are nevertheless fundamental to performing higher level methods. This article provides proofs for these functions to foment comprehension of their governing dynamics. Furthermore, we analyze severalContinue reading “Cross Product and Dot Product Computation : Vector Calculations”