Run
8560340

Run 8560340

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 26-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees946
mlr.classif.ranger(16)_mtry86
mlr.classif.ranger(16)_min.node.size2132
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.732233529048972
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8458
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
843.9452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1965
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
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8445
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1365.63
UserCPU time millis
18.507
UserCPU time millis testing
1.272
UserCPU time millis training
17.235