Run
509465

Run 509465

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

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
196.1984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1516
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
0.8473
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.8484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.833
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.391
UserCPU time millis testing
3.171
UserCPU time millis training
10.22