Run
8782626

Run 8782626

Task 145979 (Supervised Classification) spambase Uploaded 08-01-2018 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.trees1143
mlr.classif.ranger(16)_mtry19
mlr.classif.ranger(16)_min.node.size39
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.68937153541483
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3570.4642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1185
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
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9418
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2482
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1378.4407
UserCPU time millis
78.633
UserCPU time millis testing
1.815
UserCPU time millis training
76.818