Run
7648337

Run 7648337

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 08-09-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees695
mlr.classif.ranger(13)_mtry67
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.930879452521913
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2617.1611
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0461
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
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1402
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4042
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.985
UserCPU time millis
2068.719
UserCPU time millis testing
14.674
UserCPU time millis training
2054.045