Run
1851395

Run 1851395

Task 43 (Supervised Classification) spambase Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.C50.preproc(80)Learner mlr.classif.C50.preproc from package(s) C50.
mlr.classif.C50.preproc(80)_openml.seed1
mlr.classif.C50.preproc(80)_openml.kindMersenne-Twister
mlr.classif.C50.preproc(80)_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.

17 Evaluation measures

Area under ROC curve
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9295
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8521
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3672.4543
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1032
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
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5099
Cross-validation details (10-fold Crossvalidation)