Example #1
0
def main(main_path):
    """
    Parse command line arguments and run either train or test mode
    """

    # Output program header
    with open('mimosas.txt', 'r') as f:
        contents = f.read()
    print(contents)
    print()
    for line in header:
        print(line)
    print('\n')

    # Parse config file
    parameters = Parameters(main_path)

    # Run indicated models
    if ('DECISION_TREE' in parameters.config.sections()):
        run_decision_tree(parameters)
    if ('RANDOM_FOREST' in parameters.config.sections()):
        run_random_forest(parameters)
    if ('FEED_FORWARD' in parameters.config.sections()):
        run_feed_forward_nn(parameters)
Example #2
0
 def __init__(self):
     self.params = Parameters()
     self.trials = 0
     self.rounds = 3