Run
509658

Run 509658

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 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
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.904
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
342.318
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0367
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1249
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.619
UserCPU time millis testing
0.481
UserCPU time millis training
3.138