Run
8461404

Run 8461404

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.trees1171
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size21
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.125460540293716
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
0.9768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3130.4373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1724
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5046
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1304.9144
UserCPU time millis
84.012
UserCPU time millis testing
6.239
UserCPU time millis training
77.773