Run
522694

Run 522694

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

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(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
0.9379
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4024.1765
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0587
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
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4958
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
67.086
UserCPU time millis testing
0.461
UserCPU time millis training
66.625