Run
571835

Run 571835

Task 14964 (Supervised Classification) artificial-characters 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
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9414
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9648.5644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0105
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.179
Cross-validation details (10-fold Crossvalidation)
Number of instances
10218
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.2849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3424
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1259.789
UserCPU time millis testing
298.275
UserCPU time millis training
961.514