15 Commits

Author	SHA1	Message	Date
Alejandro Moreo Fernandez	f9a199d859	fixing hyperparameters with prefixes, and replacing learner with classifier in aggregative quantifiers	2023-01-27 18:13:23 +01:00
Alejandro Moreo Fernandez	2cc7db60cc	updating parallel policy to take n_jobs from environment (not yet tested)	2022-06-14 09:35:39 +02:00
Alejandro Moreo Fernandez	eba6fd8123	optimization conditional in the prediction function	2022-05-26 17:59:23 +02:00
Alejandro Moreo Fernandez	4bc9d19635	many changes, see change log	2022-05-25 19:14:33 +02:00
Alejandro Moreo Fernandez	3835f89e9d	adding documentation	2021-12-15 15:27:43 +01:00
Alejandro Moreo Fernandez	8239947746	refit=True default value in GridSearchQ	2021-06-16 13:53:54 +02:00
Andrea Esuli	5b772c7eda	Bug fixes on use of classes_. Tests.	2021-05-05 17:12:44 +02:00
Andrea Esuli	bfbfe08116	Added classes_ property to all quantifiers.	2021-05-04 17:09:13 +02:00
Alejandro Moreo Fernandez	b30c40b7a0	some refactor made in order to accomodate OneVsAll to operate with aggregative probabilistic quantifiers; launching OneVsAll(HDy)	2021-01-18 16:52:19 +01:00
Alejandro Moreo Fernandez	5e64d2588a	import fixes	2021-01-15 18:32:32 +01:00
Alejandro Moreo Fernandez	d1b449d2e9	plot functionality added	2021-01-07 17:58:48 +01:00
Alejandro Moreo Fernandez	326a8ab803	added Ensemble methods (methods ALL, ACC, Ptr, DS from Pérez-Gallego et al 2017 and 2019) and some UCI ML datasets used in those articles (only 5 datasets out of 32 they used)	2021-01-06 14:58:29 +01:00
Alejandro Moreo Fernandez	c8a1a70c8a	refactoring aggregative methods as methods that not only implement 'classify' and 'quantify', but that also implement 'aggregate' and that, by default, have a default implementation of 'quantify' as a pipeline of 'classify' and 'aggregate'; this helps speeding up evaluations A LOT, since the documents can be pre-classified and the samples are carried out across pre-classified values (labels, or posterior probabilities), and thus only aggregate is called many times within the artificial sampling protocol	2020-12-11 19:28:17 +01:00
Alejandro Moreo Fernandez	9bc3a9f28a	evaluation by artificial prevalence sampling added. New methods added. New util functions added to quapy.functional and quapy.utils	2020-12-10 19:04:33 +01:00
Alejandro Moreo Fernandez	a882424eeb	many aggregative methods added	2020-12-03 18:12:28 +01:00