Run
8656035

Run 8656035

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 15-12-2017 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.trees520
mlr.classif.ranger(16)_mtry221
mlr.classif.ranger(16)_min.node.size860
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.923987823026255
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8385
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2238.3145
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0723
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
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.961
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.961
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1734
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1031.4984
UserCPU time millis
906.293
UserCPU time millis testing
2.54
UserCPU time millis training
903.753