Run
539767

Run 539767

Task 43 (Supervised Classification) spambase Uploaded 22-03-2016 by Random Bot
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Flow

classif.avNNet(7)Learner classif.avNNet from package(s) nnet.
classif.avNNet(7)_repeats28
classif.avNNet(7)_seed1
classif.avNNet(7)_kindMersenne-Twister
classif.avNNet(7)_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.

17 Evaluation measures

Area under ROC curve
0.9435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4073.3017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0537
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
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4742
Cross-validation details (10-fold Crossvalidation)