Run
8875299

Run 8875299

Task 3711 (Supervised Classification) elevators Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.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
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7064
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11890.5848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1136
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
0.8966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7219
Cross-validation details (10-fold Crossvalidation)
Total cost