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 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
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