Run
509431

Run 509431

Task 9940 (Supervised Classification) vertebra-column Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.extraTrees(3)Learner classif.extraTrees from package(s) extraTrees.
classif.extraTrees(3)_seed1
classif.extraTrees(3)_kindMersenne-Twister
classif.extraTrees(3)_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
0.8224
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
198.611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8498
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.8516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.824
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.092
UserCPU time millis testing
0.17
UserCPU time millis training
0.922