Run
8556969

Run 8556969

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 24-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees875
mlr.classif.ranger(15)_mtry9
mlr.classif.ranger(15)_min.node.size7
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.586783418804407
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
15.4739
Cross-validation details (10-fold Crossvalidation)
F measure
0.7788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1047
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4060.6139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2615
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
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8301
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8301
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9778
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.2536
Total cost
618150
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2760.88
UserCPU time millis testing
29.42
UserCPU time millis training
2731.46