Run
545804

Run 545804

Task 3706 (Supervised Classification) stock Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
889.9332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0316
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9684
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.9684
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1777
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3555
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.89
UserCPU time millis testing
4.202
UserCPU time millis training
21.688