Run
8782931

Run 8782931

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 09-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees324
mlr.classif.ranger(16)_mtry1258
mlr.classif.ranger(16)_min.node.size334
mlr.classif.ranger(16)_sample.fraction0.755955068138428
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9588
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2285.5085
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0663
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
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5263
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.9997
UserCPU time millis
1413.935
UserCPU time millis testing
1.138
UserCPU time millis training
1412.797