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FVAS - Individual Assignment

n = 5000
CSV Reader
70/30 train/test split
Table Partitioner
Decision Tree Predictor
train set (approved)n = 1803
Row Filter
train set (rejected)n = 1697
Row Filter
2.07% error rateeval. metrics >95%
Scorer
reduced to 3 x-variables(FICO / delinq. / credit inquiries)
Logistic Regression Learner
Random Forest Learner
train set (approved)n = 1697
Row Sampler
Logistic Regression Predictor
balanced train setn = 3394
Concatenate
test set (3 x-variables)n = 1500
Column Filter
Random Forest Predictor
2.07% error rateeval. metrics >95%
Scorer
2-level CART
Decision Tree to Image
3-rules CART
Decision Tree to Ruleset
2.87% error rateeval. metrics >94%
Scorer
Decision Tree Learner

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Created by: kelvinng
Created at: 2026-07-25
On NodePit since: 2026-07-26
Last update: 2026-07-29
Created with KNIME version: v5.11.0

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