QuaPy/Retrieval/tmp.py

27 lines
611 B
Python

import pandas as pd
from os.path import join
from Retrieval.commons import load_json_sample
from quapy.data import LabelledCollection
data_home = 'data'
CLASS_NAME = 'continent'
datasize = '100K'
file_path = join(data_home, CLASS_NAME, datasize, 'training_Query-84Sample-200SPLIT.json')
text, classes = load_json_sample(file_path, CLASS_NAME)
data = LabelledCollection(text, classes)
print(data.classes_)
print(data.prevalence())
print('done')
test_ranking_path = join(data_home, 'testRanking_Results.json')
# obj = json.load(open(test_ranking_path))
df = pd.read_json(test_ranking_path)
print('done')