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M13_​pipeline

KNIME side-by-side equivalent of m9x_train.py: chronological split, past-only feature engineering, Random Forest (class-weight balanced analog), precision/recall + cost-aware threshold for imbalanced pump anomaly detection.

KNIME side-by-side equivalent of m9x_train.py: chronological split, past-only feature engineering, Random Forest (class-weight balanced analog), precision/recall + cost-aware threshold for imbalanced pump anomaly detection.

CSV Reader
Sorter
String to Date&Time (deprecated)
Date&Time Part Extractor
Moving Aggregator
Column Renamer
Math Formula
Sorter
Random Forest Learner
String to Date&Time (deprecated)
Number to String
Number to String
Table Creator (deprecated)
Table Row to Variable
Random Forest Predictor
Date&Time Part Extractor
Column Renamer
ROC Curve
Column Renamer
CSV Reader
Math Formula
Rule Engine
Scorer
Moving Aggregator

Nodes

Extensions

Links