05. Classification
Naive bayes
Naive Bayes is a machine learning classification algorithm that predicts the category of a...
Naive bayes Project
What is Naive Bayes? Naive Bayes is a probabilistic classifier based on Bayes’ Theorem....
Logistic Regression
A supervised algorithm called Logistic Regression is commonly used to solve classification-based problems in...
Logistic Regression Project
A supervised algorithm called Logistic Regression is commonly used to solve classification-based problems in...
K-Nearest neighbor (KNN)
The K-Nearest Neighbor (KNN) algorithm is a basic yet common way to create classifications...
K-Nearest Neighbor (KNN) Project
The K-Nearest Neighbor (KNN) algorithm is a basic yet common way to create classifications...
Random Forest
Transitioning from a Single Tree to an Endless Forest: Learning the Decision Logic of...
Random Forest Project
Transitioning from a Single Tree to an Endless Forest: Learning the Decision Logic of...
Support Vector Machine (SVM)
Support Vector Machine (SVM) is a powerful supervised machine learning algorithm used for both...
Support Vector Machine (SVM) Project
Support Vector Machine (SVM) is a powerful supervised machine learning algorithm used for both classification and regression problems. Its primary...
Decision Tree
Understanding Decision Trees in Machine Learning A Decision Tree is a simple yet powerful...
Decision Tree Project
Understanding Decision Trees in Machine Learning A Decision Tree is a simple yet powerful tool used...