Run
522914

Run 522914

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_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
0.7784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6014
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10064.5166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1577
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
0.8415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8593
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.634
UserCPU time millis testing
0.173
UserCPU time millis training
10.461