Run
7982875

Run 7982875

Task 145979 (Supervised Classification) spambase Uploaded 17-10-2017 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.trees1068
mlr.classif.ranger(9)_mtry51
mlr.classif.ranger(9)_min.node.size2287
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.731321223848499
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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7883
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1747.3489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.316
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
0.7904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7564
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1786.6631
UserCPU time millis
11.168
UserCPU time millis testing
0.666
UserCPU time millis training
10.502