Run
523787

Run 523787

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.6656
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3312
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21165.8828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2867
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5693
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5699
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5699
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6657
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5355
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1539
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
458.254
UserCPU time millis testing
10.345
UserCPU time millis training
447.909