After I create the TabularPanda object, my categorical target variable fed into y_names is converted to an integer index. How do I get out the mapping from name to id? Here’s my best guess, can anyone confirm?
to = TabularPandas(df, procs, cat, cont, y_names=dep_var, splits=splits)
name_to_id = {name: i for i,name in enumerate(df.attack.unique())}
# {'normal': 0,
# 'neptune': 1,
# 'warezclient': 2,
# 'ipsweep': 3,
# 'portsweep': 4,
# 'teardrop': 5,
# 'nmap': 6,
# 'satan': 7,
# 'smurf': 8,
# 'pod': 9,
# 'back': 10,
# 'guess_passwd': 11,
# 'ftp_write': 12,
# 'multihop': 13,
# 'rootkit': 14,
# 'buffer_overflow': 15,
# 'imap': 16,
# 'warezmaster': 17,
# 'phf': 18,
# 'land': 19,
# 'loadmodule': 20,
# 'spy': 21,
# 'perl': 22}