Run
247609

Run 247609

Task 1807 (Supervised Classification) spambase Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.8405
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7995
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.6051
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
13080.4181
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.2019
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
0.8437
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7978
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7978
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.4228
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
0.4475
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9158
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
922.1419
UserCPU time millis
130
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
90
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
40
Cross-validation details (5 times 2-fold Crossvalidation)