Run
513508

Run 513508

Task 3554 (Supervised Classification) backache Uploaded 28-01-2016 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
0.54
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.1045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2421
Cross-validation details (10-fold Crossvalidation)
Number of instances
180
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.8722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5279
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0336
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.55
UserCPU time millis testing
3.666
UserCPU time millis training
14.884