OpenML
7821112

Run 7821112

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 10-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot7 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees188
mlr.classif.ranger(13)_mtry1421
mlr.classif.ranger(13)_sample.fraction0.106833324977197
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
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2390.3895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0607
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
0.9635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.17
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4898
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.0906
UserCPU time millis
471.869
UserCPU time millis testing
4.987
UserCPU time millis training
466.882