Run
572294

Run 572294

Task 9976 (Supervised Classification) madelon Uploaded 08-05-2016 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
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2631
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7409
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5129
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0258
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
607.954
UserCPU time millis testing
0.842
UserCPU time millis training
607.112