Model Evaluation Posts - Ertaç Paprat

Evaluating Your Machine Learning Model: Key Metrics for Regression

Ertaç Paprat

January 3, 2024

7 min read

Evaluating Your Machine Learning Model: Key Metrics for Regression

When predicting continuous values, how do you measure success? This guide covers essential regression metrics like MAE, MSE, RMSE, and R-squared to help you evaluate your regression models.

Evaluating Your Machine Learning Model: Key Metrics for Classification

Ertaç Paprat

December 1, 2023

•

7 min read

Evaluating Your Machine Learning Model: Key Metrics for Classification

How do you know if your classification model is any good? Explore key metrics like Accuracy, Precision, Recall, F1-Score, ROC Curve, and AUC to evaluate and compare your models effectively.

Machine Learning Model Evaluation Classification Core Concepts Tutorials

Posts in "Model Evaluation"

Evaluating Your Machine Learning Model: Key Metrics for Regression

Evaluating Your Machine Learning Model: Key Metrics for Classification