Run
8645479

Run 8645479

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 12-12-2017 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.trees180
mlr.classif.ranger(15)_mtry7
mlr.classif.ranger(15)_min.node.size20
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.413574056467041
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
0.6869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3146.0419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2605
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
0.7955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.93
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9653
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1343.2686
UserCPU time millis
305.28
UserCPU time millis testing
3.9
UserCPU time millis training
301.38