Eda, Exploratory Data Analysis, Pandas, Python.
prediction power of a feature. You may read up more about it here. Short story is, we are looking for IV of 0.1 to 0.5 def iv_woe(data, target, bins=10, show_woe=False): #Empty Dataframe newDF,woeDF = pd.DataFrame(), pd.DataFrame() #Extract Column Names cols = data.columns #Run WOE and IV on all