Run
7931880

Run 7931880

Task 43 (Supervised Classification) spambase Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.featureless.imputed.preproc(1)Learner mlr.classif.featureless.imputed.preproc from package(s) mlr.
mlr.classif.featureless.imputed.preproc(1)_openml.seed1
mlr.classif.featureless.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.featureless.imputed.preproc(1)_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.

20 Evaluation measures

Area under ROC curve
0.4991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4573
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
0.0932
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4775
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
0.3672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.635
UserCPU time millis testing
0.064
UserCPU time millis training
2.571