Icon

Toyota closed loop vehicle recovery supply chain KNIME model

Proxy end of life vehicle dataset
CSV Reader
Encode category variable for ML
One to Many (PMML)
Data set split into trainingand test sets
Table Partitioner
Train RandomForest classification model
Random Forest Learner
Distribution of predicted recovery recommendations
Bar Chart
Evaluate modelAccuracy usingconfusion matrix
Scorer
Generate AI RecoveryPredictions
Random Forest Predictor
Relationship betweenCorrosion level and predicted recovery pathway
Sunburst Chart
Aggregate predicton
GroupBy

Nodes

Extensions

Links