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Run
176902

Run 176902

Task 4391 (Supervised Classification) house_16H Uploaded 22-02-2015 by Jason
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Flow

weka.PART(3)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(3)_C0.25
weka.PART(3)_M2
weka.PART(3)_Q1

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
0.9217
Per class
F measure
0.8676
Per class
Kappa
0.6794
KB relative information score
134364.8244
Mean absolute error
0.1695
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.867
Per class
Predictive accuracy
0.8689
Prior entropy
0.8764
Recall
0.8689
Per class
Relative absolute error
0.4067
Root mean prior squared error
0.4565
Root mean squared error
0.3099
Root relative squared error
0.6788
SciMark benchmark
1330.0803
UserCPU time millis
4360
UserCPU time millis testing
50
UserCPU time millis training
4310