Run
8621164

Run 8621164

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 07-12-2017 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.trees917
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size1330
mlr.classif.ranger(16)_sample.fraction0.669617456616834
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
0.6891
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7012
Cross-validation details (10-fold Crossvalidation)
F measure
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0128
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2432.2866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2631
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8321
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9665
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1077.1435
Total cost
667180
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
576.433
UserCPU time millis testing
15.572
UserCPU time millis training
560.861