Run
517078

Run 517078

Task 3857 (Supervised Classification) vehicle Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(4)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.9234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9377
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
691.7772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0626
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3828
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8241
Cross-validation details (10-fold Crossvalidation)
Recall
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4374
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5723
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.446
UserCPU time millis testing
0.143
UserCPU time millis training
1.303