moreo
/
QuaPy
1
0
Fork 1
Code Issues Pull Requests Releases Wiki Activity

import fix

This commit is contained in:
Alejandro Moreo Fernandez 2024-07-23 16:18:02 +02:00
parent 73d53820c2
commit 13beb45274
1 changed files with 4 additions and 3 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

7
quapy/data/datasets.py
View File

@ -9,7 +9,8 @@ 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, standardize from quapy.data.preprocessing import text2tfidf, reduce_columns
from quapy.data.preprocessing import standardize as standardizer
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 +261,7 @@ 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 = standardize(dataset) dataset = standardizer(dataset)
return dataset return dataset
@ -643,7 +644,7 @@ 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 = standardize(data) data = standardizer(data)
return data return data