Run
8088668

Run 8088668

Task 145979 (Supervised Classification) spambase Uploaded 18-10-2017 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.trees1181
mlr.classif.ranger(9)_mtry51
mlr.classif.ranger(9)_min.node.size1548
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.834960891283117
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
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2525.1148
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2301
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
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6604
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1821.4764
UserCPU time millis
52.369
UserCPU time millis testing
1.078
UserCPU time millis training
51.291