Run
59066

Run 59066

Task 2094 (Learning Curve) adult Uploaded 15-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.FilteredClassifier_Discretize_J48(3)Weka implementation of FilteredClassifier
weka.Discretize(2)_Rfirst-last
weka.Discretize(2)_precision6
weka.J48(13)_C0.25
weka.J48(13)_M2
weka.FilteredClassifier_Discretize_J48(3)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(3)_Wweka.classifiers.trees.J48

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.

21 Evaluation measures

Area under ROC curve
0.8689 ± 0.005
Per class
Build CPU time
0.0443
Build memory
3539232811.84
F measure
0.8429 ± 0.0046
Per class
Kappa
0.5541 ± 0.0139
KB relative information score
0.3857 ± 0.008
Mean absolute error
0.2164 ± 0.0022
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8422 ± 0.0046
Per class
Predictive accuracy
0.8493 ± 0.004
Prior entropy
0.7938 ± 0.0002
Recall
0.8493 ± 0.004
Per class
Relative absolute error
0.5943 ± 0.006
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3323 ± 0.0028
Root relative squared error
0.7789 ± 0.0067
SciMark benchmark
1769.7895