MSE
Namespace: Models
Mean over samples of squared error.
Functions and values
| Function or value | Description |
error trgt pred
Signature: trgt:Tensor<'T> -> pred:Tensor<'T> -> float
Type parameters: 'T |
Calculates the mean squared error. The mean is taken over the samples. The error is summed over all other dimensions. Shapes: pred[smpl, ...], target[smpl, ...] |
ofPredictor (...)
Signature: dataset:TrnValTst<'S> -> batchSize:int64 -> trgtFn:('S -> Tensor<'T>) -> predFn:('S -> Tensor<'T>) -> float * float * float
Type parameters: 'S, 'T |
Calculates the MSE of a predictor on the training, validation and test sets. |
