Run
7681348

Run 7681348

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 08-09-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees417
mlr.classif.ranger(13)_mtry70
mlr.classif.ranger(13)_sample.fraction0.586464512743987
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
0.9817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8904
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2543.1308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0522
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
0.9744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1457
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4199
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.9761
UserCPU time millis
644.18
UserCPU time millis testing
7.037
UserCPU time millis training
637.143