Run
513272

Run 513272

Task 3733 (Supervised Classification) fri_c2_500_10 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
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.84
Cross-validation details (10-fold Crossvalidation)
KB relative information score
419.5732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.922
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9851
Cross-validation details (10-fold Crossvalidation)
Recall
0.922
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2793
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5645
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.723
UserCPU time millis testing
0.114
UserCPU time millis training
4.609