Run
519017

Run 519017

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 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
0.7284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6399
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2089.5281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2428
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.646
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6359
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6359
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0455
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.582
UserCPU time millis testing
0.058
UserCPU time millis training
1.524