Run
8557110

Run 8557110

Task 145979 (Supervised Classification) spambase Uploaded 24-11-2017 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.trees810
mlr.classif.ranger(16)_mtry11
mlr.classif.ranger(16)_min.node.size1251
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.735160741093569
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
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2383.9264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2572
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
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6236
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1204.195
UserCPU time millis
10.906
UserCPU time millis testing
0.894
UserCPU time millis training
10.012