Run
7961983

Run 7961983

Task 145979 (Supervised Classification) spambase Uploaded 16-10-2017 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.trees1837
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size1305
mlr.classif.ranger(9)_sample.fraction0.467668804293498
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
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.772
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1885.4806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.312
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
0.8991
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6533
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7004
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1815.7533
UserCPU time millis
11.509
UserCPU time millis testing
1.335
UserCPU time millis training
10.174