Run
516851

Run 516851

Task 9938 (Supervised Classification) robot-failures-lp5 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
0.6813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.1666
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1927
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.5183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1119
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.824
UserCPU time millis testing
0.429
UserCPU time millis training
2.395