 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 |
|
Alejandro Moreo Fernandez
|
7d6f523e4b
|
uniform sampling added if *prevs is empty
|
2020-12-17 18:17:17 +01:00 |
|
Alejandro Moreo Fernandez
|
71949e9a03
|
cleaning
|
2020-12-15 15:20:35 +01:00 |
|
Alejandro Moreo Fernandez
|
649d412389
|
dataset fetch for polarity reviews (hp, kindle, imdb) and twitter sentiment (11 datasets) added
|
2020-12-14 18:36:19 +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
|
2361186a01
|
aggregation methods updated
|
2020-12-09 12:46:50 +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 |
|
Alejandro Moreo Fernandez
|
e81009e665
|
fixing dataset loading
|
2020-12-03 16:36:54 +01:00 |
|
Alejandro Moreo Fernandez
|
b6820e8dba
|
data loading
|
2020-12-03 16:24:21 +01:00 |