Loan-Risk Pipeline
Pause Flow
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I. INGESTION
II. FEATURE ENGINEERING
III. PREDICTION & INFERENCE
DF
CAT
NUM
FIT
FIT
RAW DATAFRAME
COL CLASSIFIER
MODE FILL
MEAN FILL
ENCODER STAGE
LOGISTIC REG
RANDOM FOREST
EVALUATION
METRIC:
ROC-AUC 0.92
RISK:
12.4%
STATUS:
APPROVED