Run
572463

Run 572463

Task 3527 (Supervised Classification) oh0.wc Uploaded 09-05-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(57)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(57)_openml.seed1
classif.randomForest(57)_openml.kindMersenne-Twister
classif.randomForest(57)_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
0.9363
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
876.3163
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0213
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8151.61
UserCPU time millis testing
5.855
UserCPU time millis training
8145.755