Run
8114951

Run 8114951

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.trees1855
mlr.classif.ranger(9)_mtry22
mlr.classif.ranger(9)_min.node.size479
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.422217513574287
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
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2698.5165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2176
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
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5942
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1836.6789
UserCPU time millis
43.698
UserCPU time millis testing
2.08
UserCPU time millis training
41.618