Run
8557095

Run 8557095

Task 145979 (Supervised Classification) spambase Uploaded 24-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1799
mlr.classif.ranger(16)_mtry26
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_sample.fraction0.712402580864728
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3702.2926
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.103
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
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9476
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2158
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4201
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1216.1323
UserCPU time millis
203.084
UserCPU time millis testing
3.568
UserCPU time millis training
199.516