Run
8581355

Run 8581355

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1942
mlr.classif.ranger(9)_mtry957
mlr.classif.ranger(9)_min.node.size2256
mlr.classif.ranger(9)_sample.fraction0.891206907574087
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2256.0978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0767
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
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9555
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3184
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5385
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2147.0192
UserCPU time millis
1184.005
UserCPU time millis testing
1.333
UserCPU time millis training
1182.672