nannyml.performance_calculation.metrics.regression module

class nannyml.performance_calculation.metrics.regression.MAE(calculator)[source]

Bases: Metric

Mean Absolute Error metric.

Creates a new MAE instance.

class nannyml.performance_calculation.metrics.regression.MAPE(calculator)[source]

Bases: Metric

Mean Absolute Percentage Error metric.

Creates a new MAPE instance.

class nannyml.performance_calculation.metrics.regression.MSE(calculator)[source]

Bases: Metric

Mean Squared Error metric.

Creates a new MSE instance.

class nannyml.performance_calculation.metrics.regression.MSLE(calculator)[source]

Bases: Metric

Mean Squared Logarithmic Error metric.

Creates a new MSLE instance.

class nannyml.performance_calculation.metrics.regression.RMSE(calculator)[source]

Bases: Metric

Root Mean Squared Error metric.

Creates a new RMSE instance.

class nannyml.performance_calculation.metrics.regression.RMSLE(calculator)[source]

Bases: Metric

Root Mean Squared Logarithmic Error metric.

Creates a new RMSLE instance.