Run
9189032

Run 9189032

Task 3891 (Supervised Classification) gina_agnostic Uploaded 17-04-2018 by N. Lavado
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Flow

mlr.classif.h2o.randomForest(2)Learner mlr.classif.h2o.randomForest from package(s) h2o.
mlr.classif.h2o.randomForest(2)_openml.seed1
mlr.classif.h2o.randomForest(2)_openml.kindMersenne-Twister
mlr.classif.h2o.randomForest(2)_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
0.9338 ± 0.0164
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9337 ± 0.0164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8674 ± 0.0328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3007.8137 ± 11.4615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0663 ± 0.0164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9339 ± 0.0164
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9337 ± 0.0164
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.9337 ± 0.0164
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1327 ± 0.0328
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2575 ± 0.0324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5151 ± 0.0648
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
198.27
UserCPU time millis testing
33.69
UserCPU time millis training
164.58