Run
522687

Run 522687

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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
0.6358
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
742.3694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2611
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6084
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.6084
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1732
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
85.505
UserCPU time millis testing
0.781
UserCPU time millis training
84.724