Run
8527371

Run 8527371

Task 145979 (Supervised Classification) spambase Uploaded 10-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1097
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size304
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.515013562119566
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9135
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2202.0037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2792
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
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9148
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9148
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5847
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6431
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1737.8652
UserCPU time millis
9.286
UserCPU time millis testing
0.96
UserCPU time millis training
8.326