Run
8621200

Run 8621200

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 07-12-2017 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.trees502
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_sample.fraction0.943886243435554
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
0.6706
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.3825
Cross-validation details (10-fold Crossvalidation)
F measure
0.779
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-4218.7015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2622
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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8277
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.936
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.982
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
997.1069
Total cost
614500
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1607.001
UserCPU time millis testing
22.323
UserCPU time millis training
1584.678