Add performance metrics

[param087]

Metrics

• Classification

  • [ ] accuracyScore
  • [ ] balancedAccuracyScore
  • [ ] averagePrecisionScore
  • [ ] brierScoreLoss
  • [ ] f1Score
  • [ ] logScore
  • [ ] precisionScore
  • [ ] recallScore
  • [ ] jaccardScore
  • [ ] rocAucScore

• Regression

  • [ ] explainedVarianceScore
  • [ ] maxError
  • [ ] meanAbsoluteError
  • [ ] meanSquaredError
  • [ ] meanSquaredLogError
  • [ ] medianAbsoluteError
  • [ ] r2Score

• Clustering

  • [ ] adjustedMutualInfoScore
  • [ ] adjustedRandScore
  • [ ] completenessScore
  • [ ] fowlkesMallowsScore
  • [ ] homogeneityScore
  • [ ] mutualInfoScore
  • [ ] normalizedMutualInfoScore
  • [ ] vMeasureScore

Reference implementation - https://github.com/scikit-learn/scikit-learn/tree/master/sklearn/metrics

[olegtaratuhin]

Hello! I would like to help with this issue

[param087]

@olegtaratuhin go ahead. If you need any help, please reach out.

[das-ankur]

Hello, I want to work on this issue.

[param087]

@das-ankur, you can look into scikit-learn for reference.

[das-ankur]

@param087 Thank you.

[das-ankur]

@param087 Hello, I need some help to install Tensorflow for swift on windows 10. Tensorflow is already in my pc and I use it using python but I need some help to install it for swift.

[param087]

@das-ankur, you can find the details to install Swift for TensorFlow in the following link: https://github.com/tensorflow/swift/blob/main/Installation.md