Run
8321481

Run 8321481

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 30-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees618
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size6
mlr.classif.ranger(13)_sample.fraction0.239254017150961
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.6915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3510.6914
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2636
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
0.7991
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9411
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
0.9626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1280.0199
UserCPU time millis
1570.913
UserCPU time millis testing
52.379
UserCPU time millis training
1518.534