onlineshoppers.yaml

_target_: CMC_utils.datasets.ClassificationDataset # DO NOT CHANGE
_convert_: all # DO NOT CHANGE

name: onlineshoppers # Name of the dataset
db_type: tabular # DO NOT CHANGE
classes: [ False, True ] # List of the classes
label_type: multiclass # multiclass or binary

task: classification # DO NOT CHANGE

path: ${data_path}/tabular/classification/onlineshoppers/online_shoppers_intention.csv # Relative path to the file

columns: # Dictionary containing features names as keys and their types as values # DO NOT REMOVE
  Administrative:           int
  Administrative_Duration:  float
  Informational:            int
  Informational_Duration:   float
  ProductRelated:           int
  ProductRelated_Duration:  float
  BounceRates:              float
  ExitRates:                float
  PageValues:               float
  SpecialDay:               float
  Month:                    category
  OperatingSystems:         category
  Browser:                  category
  Region:                   category
  TrafficType:              category
  VisitorType:              category
  Weekend:                  category
  # Other features to be inserted
  Revenue:                  target  # DO NOT CHANGE THE VALUE, NAME CORRECTLY THE TARGET VARIABLE

pandas_load_kwargs:
  header: 0

dataset_class: # DO NOT CHANGE
  _target_: CMC_utils.datasets.SupervisedTabularDatasetTorch # DO NOT CHANGE
  _convert_: all # DO NOT CHANGE