From 7c7af2cfaf0edf5667c0f6649a833dd2361fdfcf Mon Sep 17 00:00:00 2001 From: Alejandro Moreo Date: Sat, 6 Dec 2025 13:50:15 +0100 Subject: [PATCH] added temperature, and coverage increases! --- BayesianKDEy/single_experiment_debug.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/BayesianKDEy/single_experiment_debug.py b/BayesianKDEy/single_experiment_debug.py index 78a0d92..e9b71b5 100644 --- a/BayesianKDEy/single_experiment_debug.py +++ b/BayesianKDEy/single_experiment_debug.py @@ -48,8 +48,7 @@ def methods(): # yield 'BootstrapKDEy', KDEyML(LR()), kdey_hyper, lambda hyper: AggregativeBootstrap(KDEyML(LR(), **hyper), n_test_samples=1000, random_state=0, verbose=True), # yield 'BayesianKDEy', KDEyML(LR()), kdey_hyper, lambda hyper: BayesianKDEy(mcmc_seed=0, **hyper), for T in [1., 10., 100., 1000.]: - yield (f'BaKDE-CLR-T{T}', KDEyCLR(LR()), kdey_hyper_clr, - lambda hyper: BayesianKDEy(kernel='aitchison', mcmc_seed=0, temperature=T, step_size=.15, **hyper)), + yield f'BaKDE-CLR-T{T}', KDEyCLR(LR()), kdey_hyper_clr, lambda hyper: BayesianKDEy(kernel='aitchison', mcmc_seed=0, temperature=T, step_size=.15, **hyper), @@ -66,7 +65,7 @@ if __name__ == '__main__': } setup = multiclass - data_name = 'digits' + data_name = 'isolet' qp.environ['SAMPLE_SIZE'] = setup['sample_size'] print(f'dataset={data_name}')