Run
8296448

Run 8296448

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.trees1197
mlr.classif.ranger(13)_mtry31
mlr.classif.ranger(13)_min.node.size197
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.322119543678127
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3053.228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1774
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
0.9217
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9213
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9213
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5434
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1327.394
UserCPU time millis
266.841
UserCPU time millis testing
7.145
UserCPU time millis training
259.696