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QuaPy
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import fix

This commit is contained in:
Alejandro Moreo Fernandez 2024-07-23 16:07:24 +02:00
parent 3f20aa06b1
commit 73d53820c2
1 changed files with 3 additions and 3 deletions
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6
quapy/data/datasets.py
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@ -9,7 +9,7 @@ from os.path import join
import pandas as pd import pandas as pd
from ucimlrepo import fetch_ucirepo from ucimlrepo import fetch_ucirepo
from quapy.data.base import Dataset, LabelledCollection from quapy.data.base import Dataset, LabelledCollection
from quapy.data.preprocessing import text2tfidf, reduce_columns from quapy.data.preprocessing import text2tfidf, reduce_columns, standardize
from quapy.data.reader import * from quapy.data.reader import *
from quapy.util import download_file_if_not_exists, download_file, get_quapy_home, pickled_resource from quapy.util import download_file_if_not_exists, download_file, get_quapy_home, pickled_resource
from sklearn.preprocessing import StandardScaler from sklearn.preprocessing import StandardScaler
@ -260,7 +260,7 @@ def fetch_UCIBinaryDataset(dataset_name, data_home=None, test_split=0.3, standar
data = fetch_UCIBinaryLabelledCollection(dataset_name, data_home, verbose) data = fetch_UCIBinaryLabelledCollection(dataset_name, data_home, verbose)
dataset = Dataset(*data.split_stratified(1 - test_split, random_state=0), name=dataset_name) dataset = Dataset(*data.split_stratified(1 - test_split, random_state=0), name=dataset_name)
if standardize: if standardize:
dataset = qp.data.preprocessing.standardize(dataset) dataset = standardize(dataset)
return dataset return dataset
@ -643,7 +643,7 @@ def fetch_UCIMulticlassDataset(
data = Dataset(*data.split_stratified(train_prop, random_state=0)) data = Dataset(*data.split_stratified(train_prop, random_state=0))
if standardize: if standardize:
data = qp.data.preprocessing.standardize(data) data = standardize(data)
return data return data