Run
8435714

Run 8435714

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 02-11-2017 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.trees302
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size42
mlr.classif.ranger(13)_sample.fraction0.498579118680209
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
0.6959
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
16.152
Cross-validation details (10-fold Crossvalidation)
F measure
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-2561.2409
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2603
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
0.8039
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
0.9292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3594
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9603
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.2165
Total cost
645240
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1023.059
UserCPU time millis testing
28.314
UserCPU time millis training
994.745