Run
516839

Run 516839

Task 3846 (Supervised Classification) cmc 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
0.6727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
540.5926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3069
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9846
Cross-validation details (10-fold Crossvalidation)
Recall
0.6931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5539
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1199
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.732
UserCPU time millis testing
0.58
UserCPU time millis training
10.152