Run
8645474

Run 8645474

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 12-12-2017 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.trees171
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size1761
mlr.classif.ranger(15)_sample.fraction0.899648002488539
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
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
0.6864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2580.2155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2628
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
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8315
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8315
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9678
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1439.5429
UserCPU time millis
139.57
UserCPU time millis testing
1.61
UserCPU time millis training
137.96