Run
8645794

Run 8645794

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 12-12-2017 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.trees1070
mlr.classif.ranger(15)_mtry1138
mlr.classif.ranger(15)_min.node.size112
mlr.classif.ranger(15)_sample.fraction0.484289301675744
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8296
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2321.7937
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0635
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
0.959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5026
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1482.6584
UserCPU time millis
2555.73
UserCPU time millis testing
1.42
UserCPU time millis training
2554.31