Run
8024362

Run 8024362

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1457
mlr.classif.ranger(9)_mtry1501
mlr.classif.ranger(9)_min.node.size2005
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.726783160259947
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
0.8815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1374.9781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1488
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
0.91
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6175
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7422
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1838.6751
UserCPU time millis
280.457
UserCPU time millis testing
1.275
UserCPU time millis training
279.182