Run
522701

Run 522701

Task 43 (Supervised Classification) spambase Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ctree(6)Learner classif.ctree from package(s) party.
classif.ctree(6)_seed1
classif.ctree(6)_kindMersenne-Twister
classif.ctree(6)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9015
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8055
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3690.9792
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0926
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
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9074
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1939
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6227
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.531
UserCPU time millis testing
0.796
UserCPU time millis training
5.735