Run
7739271

Run 7739271

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 09-09-2017 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.trees137
mlr.classif.ranger(13)_mtry94
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.749737256695516
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
0.9824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2617.5628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0456
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
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1414
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4074
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.1448
UserCPU time millis
430.862
UserCPU time millis testing
6.026
UserCPU time millis training
424.836