Run
352352

Run 352352

Task 273 (Supervised Classification) spambase Uploaded 28-03-2015 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
0.9811
Per class
Cross-validation details (33% Holdout set)
F measure
0.9318
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8559
Cross-validation details (33% Holdout set)
KB relative information score
1276.28
Cross-validation details (33% Holdout set)
Mean absolute error
0.0745
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4764
Cross-validation details (33% Holdout set)
Number of instances
1518
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9322
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9321
Cross-validation details (33% Holdout set)
Prior entropy
0.9674
Cross-validation details (33% Holdout set)
Recall
0.9321
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1563
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4875
Cross-validation details (33% Holdout set)
Root mean squared error
0.2324
Cross-validation details (33% Holdout set)
Root relative squared error
0.4767
Cross-validation details (33% Holdout set)
SciMark benchmark
1319.4538
UserCPU time millis
210
Cross-validation details (33% Holdout set)
UserCPU time millis testing
140
Cross-validation details (33% Holdout set)
UserCPU time millis training
70
Cross-validation details (33% Holdout set)