Run
513478

Run 513478

Task 3875 (Supervised Classification) flags 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
0.6566
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.5704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2835
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4588
Cross-validation details (10-fold Crossvalidation)
Number of instances
194
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9403
Cross-validation details (10-fold Crossvalidation)
Recall
0.7165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1122
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.322
UserCPU time millis testing
0.425
UserCPU time millis training
5.897