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91 Commits

Author SHA1 Message Date
Alejandro Moreo Fernandez 320b3eac38 small fixes in kdey (now should work with string labels) and EMQ (in case some training prior prob was 0, it broke) 2024-02-23 16:29:53 +01:00
Alejandro Moreo Fernandez 40cb8f78fe pytests before release 2024-02-14 12:27:19 +01:00
Alejandro Moreo Fernandez a8230827e2 testing IFCB dataset 2024-02-08 14:33:22 +01:00
Alejandro Moreo Fernandez fcc3f8a0d9 fixing sphinx doc 2024-02-07 18:31:34 +01:00
Alejandro Moreo Fernandez e6dcfbced1 adding M.Bunse's reference for the solver='minimize' option of ACC, PACC 2024-01-25 18:03:35 +01:00
Alejandro Moreo Fernandez 74efa9751d adding the approximate solution to ACC and PACC as suggested by Mirko Bunse 2024-01-25 16:43:00 +01:00
Alejandro Moreo Fernandez 7ac834bd2c refactoring aggregation methods 2024-01-25 14:33:41 +01:00
Alejandro Moreo Fernandez ff00de18cb updating documentation a bit 2024-01-19 18:24:38 +01:00
Alejandro Moreo Fernandez 8d22ba39f4 method MS2 (Medium Sweep 2) fixed 2024-01-19 18:11:22 +01:00
Alejandro Moreo Fernandez b68b58ad11 fixed optimization threshold methods (again) 2024-01-18 18:26:40 +01:00
Alejandro Moreo Fernandez c0d92a2083 optimization threshold variants fixed 2024-01-18 18:22:22 +01:00
Alejandro Moreo Fernandez 9b2470c992 testing optimization threshold variants, not working 2024-01-17 19:15:50 +01:00
Alejandro Moreo Fernandez 896fa042d6 fixing threshold optimization-based techniques 2024-01-17 09:33:39 +01:00
Alejandro Moreo Fernandez 6d53b68d7f refactoring aggregative 2024-01-10 15:39:27 +01:00
Alejandro Moreo Fernandez 513c78f1f3 model seletion in two levels, classifier oriented and quantifier oriented 2023-11-16 14:29:34 +01:00
Alejandro Moreo Fernandez e870d798b7 fango 2023-11-15 10:55:13 +01:00
Alejandro Moreo Fernandez 173db83c28 solved __ issue in hierarchical classes 2023-11-13 17:03:24 +01:00
Andrea Esuli c2544b50ce Removed private method 2023-11-13 14:45:34 +01:00
Alejandro Moreo Fernandez c9c4511c0d hierarchical class problem? 2023-11-13 12:42:57 +01:00
Alejandro Moreo Fernandez 44bfc7921f refactoring agg quantifiers 2023-11-13 09:57:34 +01:00
Alejandro Moreo Fernandez 0a6185d908 refactoring the aggregative quantifiers 2023-11-12 14:45:03 +01:00
Alejandro Moreo Fernandez 25f1cc29a3 refactoring aggregative quantifiers 2023-11-12 13:04:19 +01:00
Alejandro Moreo Fernandez 29db15ae25 added DMx and DMy, with a classmethod that returns HDx and HDy respectively 2023-11-09 18:13:54 +01:00
Alejandro Moreo Fernandez c3cf0e2d49 adding DistributionMatchingX, the covariate-specific equivalent counterpart of DistributionMatching 2023-11-08 16:13:48 +01:00
Alejandro Moreo Fernandez 76cf784844 added HDx and an example comparing HDy vs HDx 2023-11-08 15:34:17 +01:00
Alejandro Moreo Fernandez 67906f6f2d adding uci_experiments to examples folder 2023-03-23 15:46:03 +01:00
Alejandro Moreo Fernandez 8fc4669046 import fix 2023-02-14 19:15:59 +01:00
Alejandro Moreo Fernandez e0718b6e1b merging from protocols (aka v0.1.7) 2023-02-14 18:13:21 +01:00
Alejandro Moreo Fernandez c608647475 some bug fixes here and there 2023-02-13 19:27:48 +01:00
Alejandro Moreo Fernandez 505d2de823 elm examples 2023-02-13 12:01:52 +01:00
Alejandro Moreo Fernandez 4c74ff02a3 svmperf in one-vs-all bugfix 2023-02-11 10:47:27 +01:00
Alejandro Moreo Fernandez 952cf5e767 fixing bugs in one-vs-all 2023-02-10 19:02:17 +01:00
Alejandro Moreo Fernandez e28abfc362 more examples, one-vs-all fixed 2023-02-09 19:39:16 +01:00
Alejandro Moreo Fernandez 2485117f05 adding documentation and adding one new example 2023-02-08 19:06:53 +01:00
Alejandro Moreo Fernandez ceb88792c5 added DistributionMatching method, a generic model for distribution matching for multiclass quantification problems that takes the divergence and number of bins as hyperparameters 2023-01-31 15:08:58 +01:00
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 09abcfc935 adding calibration methods from the abstension package to quapy 2023-01-18 19:46:19 +01:00
Alejandro Moreo Fernandez 6e910075ab adding calibration methods from abstension package 2023-01-17 13:53:48 +01:00
Alejandro Moreo Fernandez 8b0b9f522a some bugfixes, unittest and minor changes 2023-01-16 13:51:29 +01:00
Alejandro Moreo Fernandez c20d9d5ea4 the heuristic exact_train_prev is performed via kFCV, using a new function qp.model_selection.cross_val_predict 2022-12-12 17:32:30 +01:00
Alejandro Moreo Fernandez eb860e9678 adding the possibility to estimate the training prevalence, instead of using the true training prevalence, as a starting point in emq 2022-12-12 09:34:09 +01:00
Alejandro Moreo Fernandez e40c409609 bugfix in NeuralClassifierTrainer; it was only configured to work well in binary problems 2022-10-04 11:03:08 +02:00
Alejandro Moreo Fernandez 543003f914
Merge pull request #13 from pglez82/dys_implementation
Dys implementation
2022-07-12 13:05:35 +02:00
Pablo González c91961cff5 adding to __init__.py 2022-07-11 14:10:04 +02:00
Pablo González 428f10fb2d adding SMM 2022-07-11 14:06:14 +02:00
Alejandro Moreo Fernandez ecd0ad7ec7 unit test for replicability based on qp.util.temp_seed 2022-07-11 14:00:25 +02:00
Pablo González 46e294002f dys implementation 2022-07-11 12:21:49 +02:00
Pablo González 750814ef2a fixing bug in ACC when using cross validation 2022-06-24 14:20:08 +02:00
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