Classification Models: Logistic, LDA & KNN

Classification Models: Logistic, LDA & KNN
Three Classifiers and the problem statement
4 mins
Why can't we use Linear Regression?
5 mins
Logistic Regression
8 mins
Training a Simple Logistic model in R
4 mins
Result of Simple Logistic Regression
6 mins
Logistic with multiple predictors
3 mins
Training multiple predictor Logistic model in R
2 mins
Confusion Matrix
4 mins
Evaluating performance of model
8 mins
Predicting probabilities assigning classes and making Confusion Matrix
7 mins
Linear Discriminant Analysis
10 mins
Linear Discriminant Analysis in R
10 mins
Test-Train Split
10 mins
Test-Train Split in R
10 mins
K-Nearest Neighbors classifier
9 mins
K-Nearest Neighbors in R
9 mins
Understanding the results of classification models
7 mins
Summary of the three models
5 mins