Commit Graph

117 Commits

Author SHA1 Message Date
Alejandro Moreo Fernandez 0ea2759a24 readme update 2021-02-15 15:28:34 +01:00
Alejandro Moreo Fernandez a2ec72496a adding eval_budget to evaluation functions 2021-02-09 11:48:16 +01:00
Alejandro Moreo Fernandez 98b6e2b82d readme updated 2021-02-08 19:16:43 +01:00
Alejandro Moreo Fernandez 91f8d8f3e1 readme updated 2021-02-02 12:10:57 +01:00
Alejandro Moreo Fernandez b6f80077d7 standard scaller added 2021-01-29 10:21:13 +01:00
Alejandro Moreo Fernandez 3aaf57f2f3 all uci datasets from Pérez-Gállego added, quantification report added 2021-01-28 18:22:43 +01:00
Alejandro Moreo Fernandez 1d89301089 more uci datasets, plots improved (higher fonts), and evaluation script that shows numerical results in command line 2021-01-27 22:49:54 +01:00
Alejandro Moreo Fernandez e609c262b4 parallel functionality added to quapy in order to allow for multiprocess parallelization (and not threading) handling quapy's environment variables 2021-01-27 09:54:41 +01:00
Alejandro Moreo Fernandez 301e8b9088 adding uci ml datasets 2021-01-25 18:38:56 +01:00
Alejandro Moreo Fernandez 8a53cfe677 parallel in threading mode (another) 2021-01-25 16:46:59 +01:00
Alejandro Moreo Fernandez 2fda46fc13 qp.environment was not reachable within Parallel processes; changing backend to threading 2021-01-25 09:58:39 +01:00
Alejandro Moreo Fernandez e7527bd7ed bugfix 2021-01-25 09:02:11 +01:00
Alejandro Moreo Fernandez 2001c6d852 running ensembles 2021-01-25 08:54:10 +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 54dc2980e6 creating checkpointdir in fit 2021-01-22 10:03:08 +01:00
Alejandro Moreo Fernandez bf1cc74ba1 quapy fixed 2021-01-22 09:58:12 +01:00
Alejandro Moreo Fernandez 1ba0748b59 experimental method ave-pool, not working due to the fact that onevsall is aggregative and ave-pool is not 2021-01-20 17:03:12 +01:00
Alejandro Moreo Fernandez 99132c8166 fixing quanet 2021-01-20 12:35:14 +01:00
Alejandro Moreo Fernandez e1790b3d9d more iterations for quanet 2021-01-20 09:33:12 +01:00
Alejandro Moreo Fernandez 5f871feff8 only small datasets 2021-01-20 09:05:22 +01:00
Alejandro Moreo Fernandez f69eb59eb8 launching quanet 2021-01-20 09:01:04 +01:00
Alejandro Moreo Fernandez 482e4453a8 refactor of ensembles, launching EPACC with Ptr policy 2021-01-19 18:26:40 +01:00
Alejandro Moreo Fernandez 1399125fb8 adding QuaNet to experiments of Twitter; trying new stuff in 'NewMethods' 2021-01-18 19:14:04 +01:00
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 e2eb3b6f06 running all experiments 2021-01-18 10:54:25 +01:00
Alejandro Moreo Fernandez 8ef9e6a633 bugfix 2021-01-18 10:53:22 +01:00
Alejandro Moreo Fernandez d197167cfd adding all svm-perf-based quantifiers with timeout 2021-01-15 18:54:03 +01:00
Alejandro Moreo Fernandez d510630d3b adding experiments for svmmae and svmmrae 2021-01-15 18:37:37 +01:00
Alejandro Moreo Fernandez 5e64d2588a import fixes 2021-01-15 18:32:32 +01:00
Alejandro Moreo Fernandez 9c7c017acd import fix 2021-01-15 17:47:55 +01:00
Alejandro Moreo Fernandez 27c688eb2e import fix 2021-01-15 17:44:28 +01:00
Alejandro Moreo Fernandez 865dafaefc setting a timeout for model_selection combinations in order to prevent some combinations to stuck the model selection 2021-01-15 17:42:19 +01:00
Alejandro Moreo Fernandez 43ed808945 tables generation for Tweet experiments 2021-01-15 13:44:50 +01:00
Alejandro Moreo Fernandez c5ae2f8b1f adding table manager 2021-01-15 08:33:39 +01:00
Alejandro Moreo Fernandez 5793484f70 tables complete; refactoring needed urgently 2021-01-13 18:43:35 +01:00
Alejandro Moreo Fernandez f820d36927 all datasets for the experiments 2021-01-13 12:31:31 +01:00
Alejandro Moreo Fernandez 6cd6c510a8 adding cc variants anew 2021-01-13 11:56:57 +01:00
Alejandro Moreo Fernandez e2ab3fed0a info added 2021-01-13 11:55:56 +01:00
Alejandro Moreo Fernandez cbb0d0857a bugfix and tables generation with ResultSet 2021-01-13 11:52:50 +01:00
Alejandro Moreo Fernandez 8cc2e75534 replicating SLD on TweetSentQuant 2021-01-13 09:47:12 +01:00
Alejandro Moreo Fernandez 3c5a53bdec testing quapy via replicating Tweet Quantification experiments 2021-01-12 17:39:00 +01:00
Alejandro Moreo Fernandez 3e07feda3c import bug fixed 2021-01-12 09:35:49 +01:00
Alejandro Moreo Fernandez 2ec3400d15 adding tweet sent quant experiments 2021-01-11 18:31:12 +01:00
Alejandro Moreo Fernandez 41347b50f9 cleaning and adding some uci datasets 2021-01-11 12:55:06 +01:00
Alejandro Moreo Fernandez d1b449d2e9 plot functionality added 2021-01-07 17:58:48 +01:00
Alejandro Moreo Fernandez 5894d46b31 cleaning 2021-01-06 15:00:48 +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 d8e2f7556e QuaNet added, two examples of TextClassifiers added (CNN, LSTM) 2020-12-29 20:33:59 +01:00
Alejandro Moreo Fernandez 3ec711c96e model selection for quantification added 2020-12-23 11:14:35 +01:00
Alejandro Moreo Fernandez 7bed93dcbf added model selection for quantification 2020-12-22 17:43:23 +01:00