Run
513439

Run 513439

Task 3018 (Supervised Classification) flags Uploaded 28-01-2016 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
0.7345
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.7073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2006
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5825
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5862
Cross-validation details (10-fold Crossvalidation)
Recall
0.5825
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0219
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.061
UserCPU time millis testing
0.518
UserCPU time millis training
3.543