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KNIME_​project_​soichiro

identity_completeness_band
Rule Engine
Row Splitter
Number to String
Number to String
Missing Value
Number to String
Decision Tree Predictor
Python Script
device_available
Rule Engine
Column Renamer
Decision Tree Learner
Joiner
Column Filter
Column Filter
Column Filter
ROC Curve
Number to String
identity_completeness_ratio
Math Formula
Column Filter
Lag Column
Sorter
Math Formula
Lag Column
GroupBy
Column Filter
Number to String
Joiner
Column Filter
Number to String
Math Formula
Scorer
Joiner
ROC Curve
Rule Engine
Number to String
Column Renamer
Row Sampler
Binary Classification Inspector
Scorer
Threshold
Rule Engine
Row Splitter
Math Formula
Classification Threshold Analysis
CSV2
CSV Reader
Sorter
Python Script
CSV Reader
GroupBy
Column Filter
Scorer
has_identity_record
Rule Engine
no identity record
Table Partitioner
fraud rate_overall
Math Formula
Math Formula
Column Aggregator
GroupBy
drop id features
Column Filter
Classification Threshold Analysis
Row Splitter
has_identity_record
Rule Engine
EDA
GroupBy
baseline model
CSV Reader
Lag Column
Lag Column
identity_completeness_ratio
Math Formula
device_available
Rule Engine
id19_deviceinfo_highrisk
Rule Engine
has identity record
Table Partitioner
Missing Value
Table Partitioner
Row Splitter
identity_completeness_band
Rule Engine
id17_ProductCD_highrisk
Rule Engine
has_identity_record
Rule Engine
no identity record
Table Partitioner
Sorter
Math Formula
recall
Lag Column
Random Forest Predictor
GroupBy
id19_deviceinfo_highrisk
Rule Engine
has identity record
Table Partitioner
precision
Lag Column
Lag Column
Classification Threshold Analysis
Column Aggregator
Lag Column
Sorter
ROC Curve
id20_devicetype_highrisk
Rule Engine
id20_devicetype _highrisk
Rule Engine
id17_ProductCD_highrisk
Rule Engine
Math Formula
GroupBy
Number to String
Sorter
Classification Threshold Analysis
Random Forest Learner
Random Forest Predictor
Concatenate
Lag Column
fraud_rate_by_missing
GroupBy
Lag Column
GroupBy
Number to String
selected columns
Column Filter
CSV Writer
Sorter
Scorer
GroupBy
Math Formula
Lag Column
Lag Column
Classification Threshold Analysis
GroupBy
Random Forest Learner
Decision Tree Learner
Classification Threshold Analysis
ROC Curve
Column Filter
Random Forest Predictor
Decision Tree Predictor
Random Forest Learner
Scorer
Column Filter
Column Aggregator

Nodes

Extensions

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Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: soichiro
Created at: 2026-07-15
On NodePit since: 2026-07-16
Last update: 2026-07-17
Created with KNIME version: v5.11.0

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