Run
8656573

Run 8656573

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 16-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1635
mlr.classif.ranger(15)_mtry476
mlr.classif.ranger(15)_min.node.size33
mlr.classif.ranger(15)_sample.fraction0.289509122632444
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9714
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2438.2657
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0566
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
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9719
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9719
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.235
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4526
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1568.0086
UserCPU time millis
1223.59
UserCPU time millis testing
1.89
UserCPU time millis training
1221.7