import pandas as pd import numpy as np from sklearn.ensemble import RandomForestClassifier from sklearn.metrics import classification_report, accuracy_score from sklearn.calibration import CalibratedClassifierCV from sklearn import model_selection from sklearn.metrics import make_scorer from sklearn.decomposition import PCA, FastICA from sklearn.pipeline import Pipeline feature_len = 36 clf = Rand