Run
573033

Run 573033

Task 3915 (Supervised Classification) kc3 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
0.4928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
72.0171
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.107
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8199
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.893
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3271
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1214
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
69.95
UserCPU time millis testing
13.35
UserCPU time millis training
56.6