Run
517507

Run 517507

Task 3918 (Supervised Classification) pc1 Uploaded 29-01-2016 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
0.6351
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3529
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.9267
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.064
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1299
Cross-validation details (10-fold Crossvalidation)
Number of instances
1109
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.936
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3667
Cross-validation details (10-fold Crossvalidation)
Recall
0.936
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2542
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.253
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9954
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.286
UserCPU time millis testing
0.105
UserCPU time millis training
9.181