Run
8782647

Run 8782647

Task 145979 (Supervised Classification) spambase Uploaded 08-01-2018 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.trees1570
mlr.classif.ranger(16)_mtry56
mlr.classif.ranger(16)_min.node.size284
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.251803666190244
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
0.9539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2877.7068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1949
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
0.9051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9052
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.0781
UserCPU time millis
76.538
UserCPU time millis testing
1.483
UserCPU time millis training
75.055