Notes on Logistic Regression for Classification - with usage for Email Spam Recognition , Online transaction , detection of cancerous tumour , prediction of threshold values .. note part 2

 

Notes on Logistic Regression for Classification - with usage for Email Spam Recognition , Online transaction , detection of cancerous tumour , prediction of threshold values

 

Basic Codes on Octave for Statistical Calculations on Matrices , Vectors

 

Notes on Matrices , Properties of Matrices , Inverse Matrix and Transpose of a Matrix , Regression , Scenarios on Regression , Representation of Hypothesis Equation , Gradient Descent , Cost Function

 

Short description of Gradient Descent Algorithm for checking convergence of hypothesis and cost functions - short notes with formula

 

Notes on - Linear Regression with one Variable with Cost Function of sample data points with difference between a Hypothesis function and Cost Function

 

Notes on Linear Regression with one variable , Cost Function , Objective determination of a regression function , Interpretation and Scenario example