Run
518509

Run 518509

Task 9904 (Supervised Classification) autoUniv-au6-750 Uploaded 30-01-2016 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
0.5393
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1812
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
124.3719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1827
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2137
Cross-validation details (10-fold Crossvalidation)
Number of instances
750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8958
Cross-validation details (10-fold Crossvalidation)
Recall
0.2693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3269
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3075
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.677
UserCPU time millis testing
0.272
UserCPU time millis training
13.405