Run
8656856

Run 8656856

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 16-12-2017 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.trees569
mlr.classif.ranger(15)_mtry1487
mlr.classif.ranger(15)_min.node.size31
mlr.classif.ranger(15)_sample.fraction0.266591194528155
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
0.9703
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2466.3743
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0542
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.225
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1599
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.461
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1402.2939
UserCPU time millis
1125.8
UserCPU time millis testing
0.92
UserCPU time millis training
1124.88