MADELEINE icon indicating copy to clipboard operation
MADELEINE copied to clipboard

Reproducibility

Open PabloMeseguerEsbri opened this issue 1 year ago • 2 comments

Can you provide the hyperparemetres for the reproducibility of few-shot learning for TCGA Breast of MIL models?

PabloMeseguerEsbri avatar Dec 02 '24 12:12 PabloMeseguerEsbri

Apologies for the late reply.

In linear probing, we used logistic regression with sklearn default L2 regularization (set to 1.0) and lbfgs solver. We set the maximum number of training iterations to 10,000 for all experiments.

In prototyping, there is no hyperpameter.

Let me know if that answers your question.

guillaumejaume avatar Feb 20 '25 20:02 guillaumejaume

For sure, thanks!

PabloMeseguerEsbri avatar Feb 21 '25 07:02 PabloMeseguerEsbri