def random_forest(input_dict):
from workflows.helpers import UnpicklableObject
output_dict = {}
rfout = UnpicklableObject("orngEnsemble.RandomForestLearner(trees=" +
input_dict['n'] + ", name='RF" +
str(input_dict['n']) + " (Orange)')")
rfout.addimport("import orngEnsemble")
output_dict['rfout'] = rfout
return output_dict
def harf(input_dict):
#import orngRF_HARF
from workflows.helpers import UnpicklableObject
agrLevel = input_dict['agr_level']
#data = input_dict['data']
harfout = UnpicklableObject("orngRF_HARF.HARFLearner(agrLevel =" +
agrLevel + ", name='HARF-" + str(agrLevel) +
"')")
harfout.addimport("import orngRF_HARF")
#harfLearner = orngRF_HARF.HARFLearner(agrLevel = agrLevel, name = "_HARF-"+agrLevel+"_")
output_dict = {}
output_dict['harfout'] = harfout
return output_dict