Run
8590736

Run 8590736

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 29-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees94
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size138
mlr.classif.ranger(16)_sample.fraction0.941037164139561
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
0.692
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.124
Cross-validation details (10-fold Crossvalidation)
F measure
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2449.0998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2588
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
0.7978
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9239
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3603
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9627
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.6847
Total cost
644120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
249.51
UserCPU time millis testing
1.564
UserCPU time millis training
247.946