Run
8460643

Run 8460643

Task 145979 (Supervised Classification) spambase Uploaded 03-11-2017 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.trees1847
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size7
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.48349966017995
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
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8427
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2639.745
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2311
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
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9263
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9263
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.57
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.097
UserCPU time millis
140.598
UserCPU time millis testing
13.721
UserCPU time millis training
126.877