from neurosynth.base.dataset import Dataset
dataset = Dataset.load('../data/pickled.pkl')

from neurosynth.analysis import classify
results = classify.classify_regions(dataset, ["../neurosynth/tests/data/medial_motor.nii.gz", "../neurosynth/tests/data/vmPFC.nii.gz"])

results['n']

results['score']

results = classify.classify_regions(dataset, ["../neurosynth/tests/data/medial_motor.nii.gz", "../neurosynth/tests/data/vmPFC.nii.gz"], method="Dummy")
results['score']

classify.classify_regions(dataset, ["../neurosynth/tests/data/medial_motor.nii.gz", "../neurosynth/tests/data/vmPFC.nii.gz"], threshold=0.1)

classify.classify_regions(dataset, ["../neurosynth/tests/data/medial_motor.nii.gz", "../neurosynth/tests/data/vmPFC.nii.gz"], threshold=0.1, method="Dummy")