QuaPy

Author	SHA1	Message	Date
Alejandro Moreo Fernandez	854d759dc4	making everything work like in the wiki	2021-02-17 18:05:22 +01:00
Alejandro Moreo Fernandez	91f8d8f3e1	readme updated	2021-02-02 12:10:57 +01:00
Alejandro Moreo Fernandez	03cf73aff6	refactor: methods requiring a val_split can now declare a default value in the __init__ method that will be used in case the fit method is called without specifying the val_split, which now is by default None in the fit, i.e., by default takes the value of the init, that is generally set to 0.4; some uci datasets added; ensembles can now be optimized for quantification, and can be trained on samples of smaller size	2021-01-22 18:01:51 +01:00
Alejandro Moreo Fernandez	2ec3400d15	adding tweet sent quant experiments	2021-01-11 18:31:12 +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	d8e2f7556e	QuaNet added, two examples of TextClassifiers added (CNN, LSTM)	2020-12-29 20:33:59 +01:00
Alejandro Moreo Fernandez	8f543db638	updated TODO list	2020-12-14 18:42:18 +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	e55caf82fd	merged	2020-12-10 19:08:22 +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	9c8d29156c	aggregative methods adapted. Explicit loss minimization methods (SVMQ, SVMKLD, ...) added and with support to binary or single-label. HDy added	2020-12-04 19:32:08 +01:00
Alejandro Moreo Fernandez	a882424eeb	many aggregative methods added	2020-12-03 18:12:28 +01:00
Alejandro Moreo Fernandez	78988c87f9	svmperf wrapper added	2020-12-03 16:59:13 +01:00

13 Commits