Run
8316607

Run 8316607

Task 43 (Supervised Classification) spambase Uploaded 29-10-2017 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.trees1632
mlr.classif.ranger(13)_mtry17
mlr.classif.ranger(13)_min.node.size526
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.577759995358065
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
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9187
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2818.7122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.206
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
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4313
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2771
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.567
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.8075
UserCPU time millis
234.876
UserCPU time millis testing
7.929
UserCPU time millis training
226.947