Icon

AI_​FRONTIERS_​CA

Fairness Metrics (Disparate Impact)
GroupBy
Positive Prediction Rate (PPR)
Math Formula
Male
Row Filter
Female
Row Filter
Math Formula
GroupBy
CSV Reader
Missing Value
Column Filter
Baseline Model
Random Forest Learner
Bar Chart
Pie Chart
Disparate Impact by GenderStroke=1 Baseline Model
Math Formula
Column Appender
Table Manipulator
Math Formula
Math Formula
Male
Row Filter
Female
Row Filter
GroupBy
Table Manipulator
ROC Curve
GroupBy
Column Appender
GroupBy
Math Formula
Math Formula
Disparate Impact by Age Stroke =1DEBIASED
Math Formula
Rule Engine
Math Formula
Rule Engine
Disparate Impact by Age Stroke = 1Baseline Model
Math Formula
GroupBy
GroupBy
Age > 30
Row Filter
Column Appender
GroupBy
Rule Engine
Disparate Impact by GenderStroke = 1DEBIASED
Math Formula
Pruned RFLDEBIASED
Random Forest Learner
Math Formula
Table Partitioner
Random Forest Predictor
Age < 30
Row Filter
SMOTE
Equal Size Sampling
Rule Engine
Random Forest Predictor
Rule Engine
Scorer
Column Appender
Age < 30
Row Filter
Scorer
Age > 30
Row Filter
Rule Engine
Table Manipulator
Column Appender

Nodes

Extensions

Links