text: #!/share/software/user/open/python/3.6.1/bin/python3
  from src.ModelDriver import *
  ## MODIFY THESE PARAMS FOR SPECIFIC RUN ###
  
  X_train = "/oak/stanford/groups/aboettig/Aparna/NNreviews/TestRobustness/jitterData/train_5.23.18_JitterRad-10.0_jitterPerc-0.5_xyz.txt"
  
  Y_train = "/oak/stanford/groups/aboettig/Aparna/NNproject/clean_data/train_5.23.18_unbalanced_unaugmented_rna_2.txt"
  X_dev = "/oak/stanford/groups/aboettig/Aparna/NNproject/clean_data/dev_5.23.18_unbalanced_unaugmented_xyz.txt"
  Y_dev = "/oak/stanford/groups/aboettig/Aparna/NNproject/clean_data/dev_5.23.18_unbalanced_unaugmented_rna_2.txt"
  
  version = 0
  specific_info = "RF_AbdA_train_5.23.18_JitterRad-10.0_jitterPerc-0.5"
  architecture = "rf"
  num_estimators = 900
  min_sample_split = 15
  max_depth = None
  max_leaf_nodes = 3
  random_state = 0
  class_weight = "balanced"
  n_jobs = -1
  
  tag = specific_info
  ## END OF PARAMS TO MODIFY ##
  
  PARAMETERS = {
  	"X_train" : X_train,
  	"Y_train" : Y_train,
  	"X_dev" : X_dev,
  	"Y_dev" : Y_dev,
  	"architecture" : architecture,
  	"num_estimators" : num_estimators,
  	"min_sample_split" : min_sample_split,
  	"max_depth" : max_depth,
  	"max_leaf_nodes" : max_leaf_nodes,
  	"random_state" : random_state,
  	"class_weight" : class_weight,
  	"n_jobs" : n_jobs,
  	"tag" : tag,
  	"print_cost" : True
  }
  
  modelDriver = ModelDriver(PARAMETERS)
  modelDriver.load()
  modelDriver.init_model()
  modelDriver.run_model()
  