Run
8551873

Run 8551873

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 22-11-2017 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.trees1980
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size5465
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.900204372266307
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
0.6736
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.6354
Cross-validation details (10-fold Crossvalidation)
F measure
0.7592
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0171
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2658.3706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2647
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
0.7685
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8311
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9451
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3637
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9719
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.4662
Total cost
664550
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
807.44
UserCPU time millis testing
29.4
UserCPU time millis training
778.04