Run
573008

Run 573008

Task 3759 (Supervised Classification) fri_c3_500_25 Uploaded 22-05-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ctree.bagged(1)Learner mlr.classif.ctree.bagged from package(s) party.
mlr.classif.ctree.bagged(1)_bw.iters100
mlr.classif.ctree.bagged(1)_openml.seed1
mlr.classif.ctree.bagged(1)_openml.kindMersenne-Twister
mlr.classif.ctree.bagged(1)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5688
Cross-validation details (10-fold Crossvalidation)
KB relative information score
277.3966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.218
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8004
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9897
Cross-validation details (10-fold Crossvalidation)
Recall
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4423
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4669
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9406
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
54.27
UserCPU time millis testing
12.53
UserCPU time millis training
41.74