Run
8557073

Run 8557073

Task 145979 (Supervised Classification) spambase Uploaded 24-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1920
mlr.classif.ranger(16)_mtry50
mlr.classif.ranger(16)_min.node.size3478
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.915626115212217
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.776
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5262
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1624.0266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3272
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
0.7791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7888
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1214.1022
UserCPU time millis
27.248
UserCPU time millis testing
1.621
UserCPU time millis training
25.627