Run
8505511

Run 8505511

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 08-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1503
mlr.classif.ranger(15)_mtry347
mlr.classif.ranger(15)_min.node.size405
mlr.classif.ranger(15)_sample.fraction0.444620643625967
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2252.0771
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0714
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
0.9593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.7165
UserCPU time millis
1186.55
UserCPU time millis testing
1.99
UserCPU time millis training
1184.56