Run
7428342

Run 7428342

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 by OpenML_Bot R
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  • AzureBot7 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees973
mlr.classif.ranger(13)_mtry1119
mlr.classif.ranger(13)_sample.fraction0.531191847892478
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.88
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2608.2305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0434
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
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1489
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.6071
UserCPU time millis
12436.15
UserCPU time millis testing
10.02
UserCPU time millis training
12426.13