#!/bin/bash

./cross_validation_titanic.py cross-validate \
                              --train-file titanic-train.csv --label Survived \
                              --categorical-missing-strategy most_frequent \
                              --numerical-missing-strategy median \
                              --print-preprocessed-data 0

#--max-depth 4
#--max-leaf-nodes 25
#--min-impurity-decrease 0.01



# ./pipeline_titanic.py show-model \
#                       --train-file titanic-train.csv --label Survived 

# ./pipeline_titanic.py score \
#                       --train-file titanic-train.csv --label Survived \
#                       --show-test 1
