Run
8536694

Run 8536694

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 17-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1248
mlr.classif.ranger(15)_mtry19
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.176798276696354
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9641
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2285.9973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0786
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
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3262
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.8089
UserCPU time millis
106.07
UserCPU time millis testing
2.85
UserCPU time millis training
103.22