Run
8228084

Run 8228084

Task 145979 (Supervised Classification) spambase Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1143
mlr.classif.ranger(9)_mtry57
mlr.classif.ranger(9)_min.node.size257
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.673279408900999
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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9177
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3231.7591
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1544
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
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9183
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3232
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2595
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.531
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1779.4027
UserCPU time millis
126.852
UserCPU time millis testing
1.484
UserCPU time millis training
125.368