Run
7931981

Run 7931981

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

mlr.classif.evtree.imputed.preproc(1)Learner mlr.classif.evtree.imputed.preproc from package(s) evtree.
mlr.classif.evtree.imputed.preproc(1)_openml.seed1
mlr.classif.evtree.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.evtree.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
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3496.4314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1243
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
0.9208
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9209
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9209
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2608
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5337
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2340.418
UserCPU time millis testing
0.378
UserCPU time millis training
2340.04