Run
8459690

Run 8459690

Task 145979 (Supervised Classification) spambase Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1110
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size99
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.231679007736966
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2751.7063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2175
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
0.9309
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9305
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4555
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2724
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5574
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.8522
UserCPU time millis
71.596
UserCPU time millis testing
6.516
UserCPU time millis training
65.08