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QuaPy
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This commit is contained in:
Alejandro Moreo Fernandez 2024-05-10 10:15:44 +02:00
parent 8dfb109b41
commit 81fbb54992
2 changed files with 4 additions and 1 deletions
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3
LeQua2024/baselines.py
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@ -3,6 +3,8 @@ import pickle
import os import os
import sys import sys
from os.path import join from os.path import join
import numpy as np
from sklearn.linear_model import LogisticRegression as LR from sklearn.linear_model import LogisticRegression as LR
from scripts.constants import SAMPLE_SIZE from scripts.constants import SAMPLE_SIZE
@ -40,6 +42,7 @@ def baselines():
yield ACC(new_cls()), "ACC", q_params yield ACC(new_cls()), "ACC", q_params
yield PCC(new_cls()), "PCC", q_params yield PCC(new_cls()), "PCC", q_params
yield PACC(new_cls()), "PACC", q_params yield PACC(new_cls()), "PACC", q_params
yield KDEyML(new_cls()), "KDEy-ML", {**q_params, 'bandwidth': np.linspace(0.01, 0.20, 20)}
def main(args): def main(args):

2
LeQua2024/run_baselines.sh
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@ -34,7 +34,7 @@ fi
for task in T1 T2 T3 T4 ; do for task in T1 T2 T3 T4 ; do
PYTHONPATH=.:scripts/:.. python3 baselines.py $task data/ # PYTHONPATH=.:scripts/:.. python3 baselines.py $task data/
TEST_SAMPLES=data/lequa2024/$task/public/test_samples TEST_SAMPLES=data/lequa2024/$task/public/test_samples