Run
8294627

Run 8294627

Task 43 (Supervised Classification) spambase Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees549
mlr.classif.ranger(13)_mtry15
mlr.classif.ranger(13)_min.node.size429
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.377849598089233
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9619
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2649.7531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2252
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
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4715
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5912
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.124
UserCPU time millis
52.14
UserCPU time millis testing
2.875
UserCPU time millis training
49.265