Introduction: metrics and performance evaluation

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Indice

1 Fundamental of Probability and Statistics for Engineers and Medical Doctors
2 Experimental Data Analytics
3 Hypothesis Test H0 Vs H1
4 Confusion Matrix
5 ROC Curve
6 Regression and Overfitting

Fundamental of Probability and Statistics for Engineers and Medical Doctors

Probability Theory

Basic of Statistics

Chebyshev's inequality

Experimental Data Analytics

Hypothesis Test H0 Vs H1

Hypothesis Test H0 Vs H1

Confusion Matrix

Confusion Matrix

ROC Curve

Regression and Overfitting

Regression and Overfitting

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