Data Science & Analytics
2,592 learners
Deep Dive into Regression and Classification Metrics
This course provides an in-depth understanding of evaluation metrics for both regression and classification models. By the end of this course, you will be able to evaluate the performance of your machine learning models properly in different scenarios.
Python
Scikit-learn
4 lessons
16 practices
2 hours
Model Evaluation, Validation, and Selection
Course details
Understanding MSE, MAE, RMSE and Their Differences
Changing RMSE to MAE Calculation
Calculating House Price Errors
Compare MSE and MAE effects
Complete the Linear Regression Code and Calculate MAE
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