"""
Inspiration: http://scikit-learn.org/stable/auto_examples/classification/plot_classifier_comparison.html

Args:
 - retrain binary model with latest image samples
Writes:
 - settings for binary model
 - clusters reclassified with new model
"""

import os
import numpy as np
import pandas as pd
from sklearn.linear_model import LogisticRegression