Run
8265429

Run 8265429

Task 145979 (Supervised Classification) spambase Uploaded 27-10-2017 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.trees566
mlr.classif.ranger(9)_mtry44
mlr.classif.ranger(9)_min.node.size642
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.268224468291737
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
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7403
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2309.5897
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2591
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
0.8769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8746
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6638
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1716.5269
UserCPU time millis
6.989
UserCPU time millis testing
0.383
UserCPU time millis training
6.606