Run
445749

Run 445749

Task 1807 (Supervised Classification) spambase Uploaded 18-05-2015 by Joaquin Vanschoren
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Flow

weka.A1DE(4)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(4)_F1
weka.A1DE(4)_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
0.9783
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9288
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8504
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
19287.3189
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0772
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9289
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.929
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.929
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.1617
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
0.2407
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.4926
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
941.4991
UserCPU time millis
370
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
220
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
150
Cross-validation details (5 times 2-fold Crossvalidation)