LocalSensitivity

class aixd.mlmodel.sensitivity.sensitivities.LocalSensitivity(model: CondAEModel)

Bases: object

Sensitivity analysis class for the calculation and plotting of local sensitivities.

Parameters:

model (CondAEModel) – The trained model fitted to the data.

Methods

calculate	Calculate the local sensitivities by perfroming a sensitivity analysis of the features with respect to the input data (a data point or a batch of data points).
plot	Calculate and plot the local sensitivities for specified feature in a horizontal bar chart.