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This commit is contained in:
Alejandro Moreo Fernandez 2024-08-22 17:02:00 +02:00
parent 1a1bccdd23
commit 47eb864491
2 changed files with 4 additions and 5 deletions
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8
Retrieval/relscore_distribution.py
View File

@ -1,7 +1,7 @@
import os.path
import pickle
from itertools import zip_longest
from Retrieval.commons import RetrievedSamples, load_sample, DATA_SIZES
from commons import RetrievedSamples, load_sample, DATA_SIZES
from os.path import join
from tqdm import tqdm
import numpy as np
@ -57,9 +57,9 @@ for class_name in ['continent']: # 'num_sitelinks_category', 'relative_pageviews
fig, ax = plt.subplots()
# train_source = ['train-'+s for s in source]
train_source = ['$\mathcal{L}_{'+s.replace('FULL', '3.25M').replace('K','\mathrm{K}').replace('M','\mathrm{M}')+'}$' for s in source]
train_source = ['$L_{'+s.replace('FULL', '3.25M').replace('K','\mathrm{K}').replace('M','\mathrm{M}')+'}$' for s in source]
# Ms = list(zip(Mtrs, train_source))+list(zip(Mtes, ['test']))
Ms = list(zip(Mtrs, train_source)) + list(zip(Mtes, ['$\mathcal{U}_{(3.25\mathrm{M})}$']))
Ms = list(zip(Mtrs, train_source)) + list(zip(Mtes, ['$U_{(3.25\mathrm{M})}$']))
for M, source in Ms:
@ -85,7 +85,7 @@ for class_name in ['continent']: # 'num_sitelinks_category', 'relative_pageviews
# plt.show()
os.makedirs('plots', exist_ok=True)
plotpath = f'plots/{class_name}_rel_distrbution.pdf'
plotpath = f'plots/{class_name}_rel_distrbution_2.pdf'
print(f'saving plot in {plotpath}')
plt.savefig(plotpath, bbox_inches='tight')

1
quapy/evaluation.py
View File

@ -87,7 +87,6 @@ def evaluation_report(model: BaseQuantifier,
Generates a report (a pandas' DataFrame) containing information of the evaluation of the model as according
to a specific protocol and in terms of one or more evaluation metrics (errors).
:param model: a quantifier, instance of :class:`quapy.method.base.BaseQuantifier`
:param protocol: :class:`quapy.protocol.AbstractProtocol`; if this object is also instance of
:class:`quapy.protocol.OnLabelledCollectionProtocol`, then the aggregation speed-up can be run. This is the protocol