Run
8861265

Run 8861265

Task 3711 (Supervised Classification) elevators Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8609
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8500.2147
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2175
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5093
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6779
Cross-validation details (10-fold Crossvalidation)