Run
571951

Run 571951

Task 14967 (Supervised Classification) cjs Uploaded 06-05-2016 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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2711.5623
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0087
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Number of instances
2796
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3694
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0933
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2526
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1558.351
UserCPU time millis testing
26.5
UserCPU time millis training
1531.851