Run
8592853

Run 8592853

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.trees1783
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_sample.fraction0.870194294396788
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
0.6736
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.4436
Cross-validation details (10-fold Crossvalidation)
F measure
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.106
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4178.3518
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
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
0.7792
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8295
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8295
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.8921
Total cost
616940
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4470.818
UserCPU time millis testing
59.12
UserCPU time millis training
4411.698