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Category: performance metrics

Regression Evaluation Metrics

  • July 8, 2019June 27, 2021
  • by Niranjan B Subramanian

Once we build our regression model, how can we measure the goodness of fit? We have various regression evaluation metrics to measure how well our model fits the data. In this article, we will see some […]

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Performance Measure for Classification(Part-2)

  • June 24, 2019June 27, 2021
  • by Niranjan B Subramanian

INTRODUCTION: In the last part, we see what a confusion matrix is and some other metrics like TPR, TNR, FPR, and FNR, which are based on the confusion matrix. In this post, we will see about […]

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Performance Measures for Classification

  • June 18, 2019June 27, 2021
  • by Niranjan B Subramanian

Why do we need performance measures? Why do we need performance measures at all? After we developed our classification model, we need to asses the performance of the model. Obviously, we can use accuracy as a […]

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