Run
275944

Run 275944

Task 1807 (Supervised Classification) spambase Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.A2DE(3)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(3)_F1
weka.A2DE(3)_M1.0

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.9813
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9372
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8682
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
19607.4036
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0712
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
23005
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9372
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9373
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9373
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.149
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2267
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.464
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1151.3336
UserCPU time millis
9600
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
8440
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
1160
Cross-validation details (5 times 2-fold Crossvalidation)