Run
8647554

Run 8647554

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 13-12-2017 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.trees809
mlr.classif.ranger(16)_mtry9
mlr.classif.ranger(16)_min.node.size6296
mlr.classif.ranger(16)_sample.fraction0.587760242656805
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.6612
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7353
Cross-validation details (10-fold Crossvalidation)
F measure
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0099
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3243.2805
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2688
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
0.8021
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
0.9595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9772
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1028.1062
Total cost
668540
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
277.996
UserCPU time millis testing
9.123
UserCPU time millis training
268.873