Run
8645933

Run 8645933

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.trees1977
mlr.classif.ranger(15)_mtry296
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_sample.fraction0.720705639035441
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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2664.3646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0401
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
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1391
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4008
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1432.4675
UserCPU time millis
2350.97
UserCPU time millis testing
3.64
UserCPU time millis training
2347.33