Run
7965889

Run 7965889

Task 43 (Supervised Classification) spambase Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1693
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size534
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.954454869055189
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
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9276
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8476
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2834.3239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2067
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
0.9285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.551
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1752.3835
UserCPU time millis
32.102
UserCPU time millis testing
2.207
UserCPU time millis training
29.895