Run
308729

Run 308729

Task 260 (Supervised Classification) page-blocks Uploaded 19-03-2015 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
0.9229
Per class
Cross-validation details (33% Holdout set)
F measure
0.9584
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7733
Cross-validation details (33% Holdout set)
KB relative information score
1231.0409
Cross-validation details (33% Holdout set)
Mean absolute error
0.0214
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0747
Cross-validation details (33% Holdout set)
Number of instances
1806
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9594
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9618
Cross-validation details (33% Holdout set)
Prior entropy
0.6391
Cross-validation details (33% Holdout set)
Recall
0.9618
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.2861
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.1912
Cross-validation details (33% Holdout set)
Root mean squared error
0.1116
Cross-validation details (33% Holdout set)
Root relative squared error
0.584
Cross-validation details (33% Holdout set)
SciMark benchmark
933.1165
UserCPU time millis
70
Cross-validation details (33% Holdout set)
UserCPU time millis testing
10
UserCPU time millis training
60
Cross-validation details (33% Holdout set)