Run
8463925

Run 8463925

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 03-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1724
mlr.classif.ranger(13)_mtry19
mlr.classif.ranger(13)_min.node.size227
mlr.classif.ranger(13)_sample.fraction0.920903159445152
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
0.9794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2273.8973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752
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
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3122
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.163
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4698
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.1137
UserCPU time millis
1755.986
UserCPU time millis testing
28.993
UserCPU time millis training
1726.993