Package simpleml.metrics

Tutorial - Idea and basic concepts | Interface | API | DSL

Table of Contents

• Global functions
  • accuracy
  • averagePrecision
  • balancedAccuracy
  • meanAbsoluteError
  • meanSquaredError
  • meanSquaredLogError
  • medianAbsoluteError
  • precision
  • r2
  • recall

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Global Functions

Global Function accuracy

Compute the accuracy between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function averagePrecision

Compute the average precision between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function balancedAccuracy

Compute the balanced accuracy between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function meanAbsoluteError

Compute the mean absolute error between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function meanSquaredError

Compute the mean squared error between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function meanSquaredLogError

Compute the mean squared log error between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function medianAbsoluteError

Compute the median absolute error between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function precision

Compute the precision between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function r2

Compute the coefficient of determination (R2 score) between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

Global Function recall

Compute the recall between two datasets

Parameters:

• yTrue: Dataset - No description available.
• yPred: Dataset - No description available.

Results:

• score: Float - No description available.

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