QuaPy/quapy/method/__init__.py

from . import aggregative
from . import base
from . import meta
from . import non_aggregative

AGGREGATIVE_METHODS = {
    aggregative.CC,
    aggregative.ACC,
    aggregative.PCC,
    aggregative.PACC,
    aggregative.EMQ,
    aggregative.HDy,
    aggregative.DyS,
    aggregative.SMM,
    aggregative.X,
    aggregative.T50,
    aggregative.MAX,
    aggregative.MS,
    aggregative.MS2,
}


NON_AGGREGATIVE_METHODS = {
    non_aggregative.MaximumLikelihoodPrevalenceEstimation
}

META_METHODS = {
    meta.Ensemble,
    meta.QuaNet
}

QUANTIFICATION_METHODS = AGGREGATIVE_METHODS | NON_AGGREGATIVE_METHODS | META_METHODS
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			`from . import aggregative`
import fixes 2021-01-15 18:32:32 +01:00			`from . import base`
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			`from . import meta`
import fixes 2021-01-15 18:32:32 +01:00			`from . import non_aggregative`
many aggregative methods added 2020-12-03 18:12:28 +01:00
			`AGGREGATIVE_METHODS = {`
plot functionality added 2021-01-07 17:58:48 +01:00			`aggregative.CC,`
			`aggregative.ACC,`
			`aggregative.PCC,`
			`aggregative.PACC,`
			`aggregative.EMQ,`
adding Forman's methods 2021-06-16 12:03:37 +02:00			`aggregative.HDy,`
dys implementation 2022-07-11 12:21:49 +02:00			`aggregative.DyS,`
adding to __init__.py 2022-07-11 14:10:04 +02:00			`aggregative.SMM,`
adding Forman's methods 2021-06-16 12:03:37 +02:00			`aggregative.X,`
			`aggregative.T50,`
			`aggregative.MAX,`
			`aggregative.MS,`
			`aggregative.MS2,`
elm examples 2023-02-13 12:01:52 +01:00			`}`
Tests for non aggregative and meta methods. 2021-05-04 12:14:14 +02:00
many aggregative methods added 2020-12-03 18:12:28 +01:00
			`NON_AGGREGATIVE_METHODS = {`
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			`non_aggregative.MaximumLikelihoodPrevalenceEstimation`
many aggregative methods added 2020-12-03 18:12:28 +01:00			`}`

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			`META_METHODS = {`
Tests for non aggregative and meta methods. 2021-05-04 12:14:14 +02:00			`meta.Ensemble,`
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			`meta.QuaNet`
			`}`

			`QUANTIFICATION_METHODS = AGGREGATIVE_METHODS \| NON_AGGREGATIVE_METHODS \| META_METHODS`
many aggregative methods added 2020-12-03 18:12:28 +01:00