Run
8592335

Run 8592335

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 29-11-2017 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.trees1543
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.387371813715436
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
0.686
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.806
Cross-validation details (10-fold Crossvalidation)
F measure
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3732.4788
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2629
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
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8338
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8338
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.6779
Total cost
631420
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1450.019
UserCPU time millis testing
41.877
UserCPU time millis training
1408.142