Run
8621203

Run 8621203

Task 7295 (Supervised Classification) Click_prediction_small Uploaded 07-12-2017 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.trees1475
mlr.classif.ranger(16)_mtry8
mlr.classif.ranger(16)_min.node.size7
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.610624358314089
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
0.674
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
15.4413
Cross-validation details (10-fold Crossvalidation)
F measure
0.7795
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1074
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3994.9724
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2612
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
0.7814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8304
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9778
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1088.9855
Total cost
616850
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5687.682
UserCPU time millis testing
52.614
UserCPU time millis training
5635.068