Run
523830

Run 523830

Task 3600 (Supervised Classification) ailerons Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10330.5757
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1202
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7016
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1518.977
UserCPU time millis testing
274.886
UserCPU time millis training
1244.091