Run
510782

Run 510782

Task 3812 (Supervised Classification) arsenic-female-bladder Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(4)Learner classif.ctree from package(s) party.
classif.ctree(4)_seed1
classif.ctree(4)_kindMersenne-Twister
classif.ctree(4)_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
0.5447
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13.9409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1914
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2462
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8086
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5956
Cross-validation details (10-fold Crossvalidation)
Recall
0.8086
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3502
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2493
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.314
UserCPU time millis testing
0.103
UserCPU time millis training
1.211