Run
8041204

Run 8041204

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1277
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size2782
mlr.classif.ranger(9)_sample.fraction0.97213296731934
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.6868
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7595
Cross-validation details (10-fold Crossvalidation)
F measure
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2455.1432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.264
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
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8319
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9676
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1841.1577
Total cost
669510
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
377.342
UserCPU time millis testing
11.83
UserCPU time millis training
365.512