Run
8645807

Run 8645807

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees556
mlr.classif.ranger(15)_mtry123
mlr.classif.ranger(15)_min.node.size5
mlr.classif.ranger(15)_sample.fraction0.542277141148224
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2600.989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0471
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
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9762
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1956
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1597.6024
UserCPU time millis
270.18
UserCPU time millis testing
1.26
UserCPU time millis training
268.92