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CA2_​Ray

Employment Experience

Gender

Income

Age

Home Ownership

Loan Status

Home Ownership

Multiple Regression Model

Adjusted R-Squared of train model : 0.3844

Adjusted R-Squared of test model is better at: 0.386

RMSE of test model: 0.325

Logistic Regression Model

FortuneTime
CSV Reader
FortuneTimeNew
CSV Reader
Filter outAge > 100
Row Filter
Replace "m" with male(Most Frequent Value)
String Replacer
Age
Bar Chart
Table Partitioner
Home Ownership
Pie Chart
Linear Regression Learner
String to Number
Column Filter
Change Loan Statusto String
Number to String
Replace 1 to Yes
String Replacer
Replace "OTHER" with "RENT"(Most Frequent Value)
String Replacer
Regression Predictor
Home Ownership
Pie Chart
Numeric Scorer
Home Ownership
Pie Chart
Home Ownership
Pie Chart
Replace 0 to No
String Replacer
Replace "OTHER" with "RENT"(Most Frequent Value)
String Replacer
Logistic Regression Learner
Remove missing valuesin emp_exp
Missing Value
Table Partitioner
Logistic Regression Predictor
Change emp_exp to String
String to Number
Scorer (JavaScript)
Gender
Bar Chart
Denormalizer
Remove missing valuesin Income
Missing Value
Normalizer
Income
Histogram
String Replacer
Age
Bar Chart
Gender
Bar Chart
Linear Correlation
Employment Experience
Histogram
String Replacer

Nodes

Extensions

Links