Run
572186

Run 572186

Task 7592 (Supervised Classification) adult Uploaded 06-05-2016 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
0.8181
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14658.7504
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2261
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4755
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1144
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
570.745
UserCPU time millis testing
7.616
UserCPU time millis training
563.129