Update base experiment with 3w dataset 2.0 #131
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This pull request updates the base experiment (
base_experiment.py
) in the MAIS (Modular Artificial Intelligence System) to be compatible with the 3W Dataset 2.0.Changes made:
selected_tags
: Theselected_tags
attribute now uses theVARS
variable frombase.py
, which contains the correct column names for the 3W Dataset 2.0.imputed
instance type: Theinstance_types
attribute now includes the"imputed"
type, allowing the base experiment to use the manually inserted data from the 3W Dataset 2.0.tgt_events
: Thetgt_events
attribute now uses theEVENT_NAMES
variable frombase.py
, which contains the correct event names for the 3W Dataset 2.0.Benefits:
imputed
instance type allows the base experiment to utilize all available data in the 3W Dataset 2.0.tgt_events
attribute ensures that the base experiment correctly handles the events defined in the 3W Dataset 2.0.This update ensures that the base experiment in the MAIS is up-to-date and compatible with the 3W Dataset 2.0, providing a solid foundation for building and testing machine learning models for anomaly detection in oil wells.
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