Run
8633073

Run 8633073

Task 145979 (Supervised Classification) spambase Uploaded 10-12-2017 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.trees1871
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size331
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.232478602952324
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
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7992
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2659.4987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2219
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
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2943
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6024
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1814.7611
UserCPU time millis
36.728
UserCPU time millis testing
1.73
UserCPU time millis training
34.998