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QuAcc
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getpath moved and renamed, prevs_from_prot fixed

This commit is contained in:
Lorenzo Volpi 2024-04-05 15:54:19 +02:00
parent dcbbaba361
commit ddce8634ac
1 changed files with 8 additions and 6 deletions
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14
quacc/experiments/util.py
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@ -1,15 +1,11 @@
import os
from time import time from time import time
import numpy as np
from quapy.data.base import LabelledCollection from quapy.data.base import LabelledCollection
from sklearn.base import BaseEstimator from sklearn.base import BaseEstimator
from sklearn.metrics import confusion_matrix from sklearn.metrics import confusion_matrix
def getpath(basedir, cls_name, acc_name, dataset_name, method_name):
return f"results/{basedir}/{cls_name}/{acc_name}/{dataset_name}/{method_name}.json"
def fit_method(method, V): def fit_method(method, V):
tinit = time() tinit = time()
method.fit(V) method.fit(V)
@ -45,7 +41,13 @@ def predictionsCAPcont_table(method, test_prot, gen_acc_measure, oracle=False):
def prevs_from_prot(prot): def prevs_from_prot(prot):
return [Ui.prevalence() for Ui in prot()] def _get_plain_prev(prev: np.ndarray):
if prev.shape[0] > 2:
return tuple(prev[1:])
else:
return prev[-1]
return [_get_plain_prev(Ui.prevalence()) for Ui in prot()]
def true_acc(h: BaseEstimator, acc_fn: callable, U: LabelledCollection): def true_acc(h: BaseEstimator, acc_fn: callable, U: LabelledCollection):