Run
8537772

Run 8537772

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 17-11-2017 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.trees218
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.830747421295382
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
0.6644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4268.0243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2601
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
0.7717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8232
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9939
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.1143
UserCPU time millis
506.01
UserCPU time millis testing
10.6
UserCPU time millis training
495.41