Run
571742

Run 571742

Task 14968 (Supervised Classification) cylinder-bands Uploaded 05-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(10)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(10)_openml.seed1
classif.randomForestSRC(10)_openml.kindMersenne-Twister
classif.randomForestSRC(10)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7961
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.8184
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1852
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3795
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4303
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8713
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
130.457
UserCPU time millis testing
13.479
UserCPU time millis training
116.978