Run
521056

Run 521056

Task 3584 (Supervised Classification) fri_c4_1000_100 Uploaded 06-02-2016 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
0.7214
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4158
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.2917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.773
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.694
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.694
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1155
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.361
UserCPU time millis testing
0.518
UserCPU time millis training
2.843