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项目作者： KIRANKUMAR7296

项目描述 ：
Evaluation of the Models (Regression and Classification)
高级语言： Jupyter Notebook
项目地址: git://github.com/KIRANKUMAR7296/Evaluation.git
创建时间： 2020-06-04T15:21:58Z
项目社区：https://github.com/KIRANKUMAR7296/Evaluation
开源协议：
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Model-Evaluation

Metrics and scoring: quantifying the quality of predictions

Three Ways to Evaluate Scikit Learn Model / Estimator.

A.Estimator Score Method

B.The Scoring Parameter

C.Problem Specific Metric Function

Evaluation of a Regression Model :

Regression Model Evaluation Metrics

1.R^2 : R Squared or Coefficient of Determination

2.MAE : Mean Absolute Error

3.MSE : Mean Squared Error

Evaluation of a Classification Model :

Classification Model Evaluation Metrics

1.Accuracy

2.Confusion Matrix

3.Classification Report

4.Area Under ROC