CGDesc10.py

from ..Monoview.MonoviewUtils import BaseMonoviewClassifier, CustomRandint
from ..Monoview.Additions.BoostUtils import getInterpretBase
from ..Monoview.Additions.CGDescUtils import ColumnGenerationClassifierQar
from .CGDesc import CGDesc

class CGDesc10(CGDesc):

    def __init__(self, random_state=None, n_max_iterations=500, n_stumps=1, **kwargs):
        super(CGDesc10, self).__init__(n_max_iterations=n_max_iterations,
            random_state=random_state,
            n_stumps=10,)

def formatCmdArgs(args):
    """Used to format kwargs for the parsed args"""
    kwargsDict = {"n_stumps":args.CGD_stumps,
    "n_max_iterations":args.CGD_n_iter}
    return kwargsDict


def paramsToSet(nIter, randomState):
    """Used for weighted linear early fusion to generate random search sets"""
    paramsSet = []
    for _ in range(nIter):
        paramsSet.append({})
    return paramsSet