EurekaMoments

This is my studying logs about Autonomous driving, Machine learning technologies and etc.

Classification

Fundamentals of Classification by Supervised Learning ~2 dimensional input~

Table of Contents Table of Contents Introduction Author GitHub Generating sample data 2 classes classification Logistic regression model on 2 dimension Mean cross entropy error Calculating parameter by Gradient method 3 classes classificat…

Fundamentals of Classification by Supervised Learning ~1 dimensional input~

Table of Contents Table of Contents Introduction Author GitHub Input sample data: Weight of insect Target sample data: Sex of insect Sample data generation Policy to solve problem Classification with probability Maximum likelihood estimati…