Run
7923799

Run 7923799

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.trees800
mlr.classif.ranger(13)_mtry180
mlr.classif.ranger(13)_sample.fraction0.643088454380631
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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8934
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2597.1437
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0464
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
0.975
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1434
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4133
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.3705
Total cost
UserCPU time millis
2610.566
UserCPU time millis testing
9.924
UserCPU time millis training
2600.642