Classification

Naive Bayes

byadmin January 16, 2022 Classification Mathematics Statistics

Let’s focus on this table. Subscript, , is used to represent the feature/dimension. Superscript, , is used to represent the observation (here the observation). First, we make some basic assertions about the data. Distributions Each has a Categorical distribution: (1) The following is equivalent: (2) , and is the probability…

Hand Image Classification – Part 1 – How many fingers?

byadmin June 20, 2020 Convolutional Neural Networks Neural Networks Python

We take a short journey from Logistic Regression, through Neural Networks and Convolutional Neural Networks to see the benefits of complex model architectures on prediction performance