Run
8304007

Run 8304007

Task 43 (Supervised Classification) spambase Uploaded 29-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees982
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size69
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.553454069141299
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9395
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8728
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3344.889
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1469
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
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9398
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4682
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1226.1308
UserCPU time millis
166.869
UserCPU time millis testing
8.092
UserCPU time millis training
158.777