Run
8294215

Run 8294215

Task 43 (Supervised Classification) spambase Uploaded 28-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1697
mlr.classif.ranger(13)_mtry12
mlr.classif.ranger(13)_min.node.size1242
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.300469227554277
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1475.2
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3531
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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3754
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.8092
UserCPU time millis
48.781
UserCPU time millis testing
4.241
UserCPU time millis training
44.54