Run
513505

Run 513505

Task 3554 (Supervised Classification) backache Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.52
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
53.9838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1333
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
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5917
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3459
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0558
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.704
UserCPU time millis testing
0.347
UserCPU time millis training
3.357