Run
8541294

Run 8541294

Task 145979 (Supervised Classification) spambase Uploaded 18-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees161
mlr.classif.ranger(15)_mtry50
mlr.classif.ranger(15)_min.node.size45
mlr.classif.ranger(15)_sample.fraction0.978948924364522
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3604.812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1129
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
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2215
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1231.6416
UserCPU time millis
44.85
UserCPU time millis testing
0.3
UserCPU time millis training
44.55