Run
512462

Run 512462

Task 3493 (Supervised Classification) monks-problems-2 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
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
392.2334
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1498
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4507
Cross-validation details (10-fold Crossvalidation)
Number of instances
601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8503
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9279
Cross-validation details (10-fold Crossvalidation)
Recall
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3323
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8153
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.317
UserCPU time millis testing
0.346
UserCPU time millis training
3.971