Run
8592570

Run 8592570

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.trees395
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size1801
mlr.classif.ranger(16)_sample.fraction0.198488493193872
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
0.6725
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.7588
Cross-validation details (10-fold Crossvalidation)
F measure
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3071.9558
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2676
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
0.8033
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.832
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.832
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.974
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1355.794
Total cost
669480
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
50.04
UserCPU time millis testing
2.635
UserCPU time millis training
47.405