Run
8269485

Run 8269485

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 27-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees69
mlr.classif.ranger(9)_mtry589
mlr.classif.ranger(9)_min.node.size402
mlr.classif.ranger(9)_sample.fraction0.221279628458433
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8271
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2250.4907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0714
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1783
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5137
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1091.288
UserCPU time millis
71.977
UserCPU time millis testing
1.044
UserCPU time millis training
70.933