INNER CODE UNIT · Python
X
epigen/MrBiomics · workflow/scripts/crossprediction.py:56
X = X-X.mean(axis=0) # center data
y = metadata[group_var]
#### Prepare Classifier (Logistic Regression w/ mostly default parameters)
clf = LogisticRegression(
penalty="elasticnet",
solver="saga",
multi_class="multinomial",
max_iter=100, # default 100
n_jobs=-1,
random_state=42,
verbose=1,
l1_ratio=0.5
)
#################################################################
#### Get connectivity matrix from LOO-CV strategy prediction probabilities
#################################################################