045c79caa96b768de9ce363d8c380a5c98f6310d,examples/benchmark.py,,benchmark_loading_datasets,#Any#Any#Any#Any#Any#Any#Any#Any#,48

Before Change

      for i in valid_score:
        f.write(","+i+","+str(valid_score[i]["mean-roc_auc_score"])) 
      //output timing data: running time include all the model
      f.write("\n"+dname+",time_for_loading,,"+
              str(time_finish_loading-time_start)+"seconds")
      f.write("\n"+dname+",time_for_running,,"+
              str(time_finish_running-time_finish_loading)+"seconds")
    
    //clear workspace         

After Change

  if not dataset_name in ["all","muv","nci","pcba","tox21","sider","toxcast"]:
    raise ValueError("Dataset not supported")
                          
  if model in ["graphconv"]:
    method = "GraphConv"
  elif model in ["tf","logreg","rf"]:
    method = "ECFP"
  else:
    raise ValueError("Model not supported")
      
  if dataset_name == "all":
    //currently not including the nci dataset
    dataset_name = ["tox21","muv","pcba","sider","toxcast"]
  else:

Instances