Run
7983693

Run 7983693

Task 145979 (Supervised Classification) spambase Uploaded 17-10-2017 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.trees726
mlr.classif.ranger(9)_mtry46
mlr.classif.ranger(9)_min.node.size799
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.938889927999117
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
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3002.915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1788
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1837.6889
UserCPU time millis
59.28
UserCPU time millis testing
0.807
UserCPU time millis training
58.473