Run
8556948

Run 8556948

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 24-11-2017 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.trees13
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size9
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.238216668204404
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
0.6539
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.5562
Cross-validation details (10-fold Crossvalidation)
F measure
0.7769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4943.4003
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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8286
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
0.3701
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.1088
Total cost
621440
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
18.31
UserCPU time millis testing
0.27
UserCPU time millis training
18.04