Run
515620

Run 515620

Task 3913 (Supervised Classification) kc2 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
0.6999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8272
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4445
Cross-validation details (10-fold Crossvalidation)
KB relative information score
218.0078
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3266
Cross-validation details (10-fold Crossvalidation)
Number of instances
522
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8372
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.734
Cross-validation details (10-fold Crossvalidation)
Recall
0.8372
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4986
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9996
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.977
UserCPU time millis testing
0.122
UserCPU time millis training
5.855