Run
8621199

Run 8621199

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 07-12-2017 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.trees1750
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size12
mlr.classif.ranger(16)_sample.fraction0.780247684102505
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
0.681
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.6549
Cross-validation details (10-fold Crossvalidation)
F measure
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0963
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3860.7241
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2623
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
0.7887
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8331
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8331
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1037.8794
Total cost
625380
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5365.678
UserCPU time millis testing
66.58
UserCPU time millis training
5299.098