Run
522371

Run 522371

Task 3708 (Supervised Classification) house_8L Uploaded 08-02-2016 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
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14738.3817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8101
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.627
UserCPU time millis testing
0.122
UserCPU time millis training
7.505