Run
572772

Run 572772

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 12-05-2016 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
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8995
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2879.0753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0232
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0962
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4388
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15728.541
UserCPU time millis testing
3.69
UserCPU time millis training
15724.851