bootstrap module¶
A bootstrap tool for resampling and surrogate modeling.
- class gemseo.mlearning.resampling.bootstrap.Bootstrap(sample_indices, n_replicates=100, seed=0)[source]
Bases:
Resampler
A bootstrap tool for resampling and surrogate modeling.
- Parameters:
sample_indices (NDArray[int]) – The original indices of the samples.
n_replicates (int) –
The number of bootstrap replicates.
By default it is set to 100.
seed (int | None) –
The seed to initialize the random generator. If
None
, then fresh, unpredictable entropy will be pulled from the OS.By default it is set to 0.
- property n_replicates: int
The number of bootstrap replicates.
- name: str
The name of the resampler.
Use the class name by default.