Run
268582

Run 268582

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

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

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
0.9344
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.9195
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.8309
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
17799.4357
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1155
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
0.9195
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.9197
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.9197
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.2419
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
0.2678
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.548
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1317.1597
UserCPU time millis
150
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
140
Cross-validation details (5 times 2-fold Crossvalidation)