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CA2 after deployment

Employment Experience

Gender

Income

Age

Home Ownership

Loan Status

Home Ownership

Successful Models:

Failed Models:

Deployment

Filter outAge > 100
Row Filter
Scorer
Linear Regression Learner
Age
Bar Chart
Regression Predictor
Home Ownership
Pie Chart
Naive Bayes Learner
Table Partitioner
Numeric Scorer
Change Loan Statusto String
Number to String
Replace 1 to Yes
String Replacer
Replace "OTHER" with "RENT"(Most Frequent Value)
String Replacer
Naive Bayes Predictor
Home Ownership
Pie Chart
Scorer
Home Ownership
Pie Chart
Home Ownership
Pie Chart
Replace 0 to No
String Replacer
Replace "OTHER" with "RENT"(Most Frequent Value)
String Replacer
Fuzzy Rule Predictor
Scorer
Fuzzy Rule Learner
Predicted Data
Excel Writer
XGBoost Predictor
String Replacer
Change emp_exp from int to string
Math Formula
Change income from int to string
Math Formula
Linear Correlation
Predicted Data
Excel Reader
String Replacer
Prediction
Pie Chart
FortuneTime
CSV Reader
FortuneTimeNew
CSV Reader
Replace "m" with male(Most Frequent Value)
String Replacer
Loan Status
Pie Chart
Education
Bar Chart
String to Number
Column Filter
Loan Defaults
Bar Chart
Income vs Loan Amt
Scatter Plot
Gender
Pie Chart
Age
Histogram
Table Partitioner
Decision Tree Learner
Decision Tree Predictor
XGBoost Predictor
Remove missing valuesin emp_exp
Missing Value
Scorer
Scorer
XGBoost Tree Ensemble Learner
Change emp_exp to String
String to Number
Scorer
Logistic Regression Learner
Random Forest Learner
Remove missing valuesin Income
Missing Value
Random Forest Predictor
Income
Histogram
Age
Bar Chart
Gender
Bar Chart
Logistic Regression Predictor
Employment Experience
Histogram

Nodes

Extensions

Links

Download

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

Download Workflow
Created by: kelly
Created at: 2026-01-21
On NodePit since: 2026-01-31
Last update: 2026-02-01
Created with KNIME version: v5.9.0

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