Run
519891

Run 519891

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 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
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
554.2513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.219
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.781
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.781
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4434
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9417
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.162
UserCPU time millis testing
0.2
UserCPU time millis training
1.962