Run
8786194

Run 8786194

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 12-01-2018 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.trees146
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.134866799833253
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6238
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1697.2576
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1352
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
0.9327
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9283
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5613
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2241
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6459
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.1955
UserCPU time millis
6.673
UserCPU time millis testing
1.254
UserCPU time millis training
5.419