Run
7909752

Run 7909752

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 10-09-2017 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.trees24
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_sample.fraction0.758553716703318
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
0.9789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1968.4001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1099
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
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5661
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.7212
UserCPU time millis
30.941
UserCPU time millis testing
2.892
UserCPU time millis training
28.049