Run
8109116

Run 8109116

Task 145979 (Supervised Classification) spambase Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees368
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.175732754706405
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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8763
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3426.1046
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1371
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
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4571
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.5406
UserCPU time millis
8.196
UserCPU time millis testing
0.511
UserCPU time millis training
7.685