Run
8688026

Run 8688026

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 25-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1199
mlr.classif.ranger(9)_mtry1549
mlr.classif.ranger(9)_min.node.size54
mlr.classif.ranger(9)_sample.fraction0.433592720096931
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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.

21 Evaluation measures

Area under ROC curve
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2477.843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0525
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
0.9705
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4563
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1831.0597
UserCPU time millis
2759.219
UserCPU time millis testing
1.599
UserCPU time millis training
2757.62