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Run
176924

Run 176924

Task 4413 (Supervised Classification) house_8L 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
0.9269
Per class
F measure
0.8712
Per class
Kappa
0.686
KB relative information score
134160.7315
Mean absolute error
0.1715
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
0.8713
Per class
Predictive accuracy
0.8736
Prior entropy
0.8764
Recall
0.8736
Per class
Relative absolute error
0.4115
Root mean prior squared error
0.4565
Root mean squared error
0.3029
Root relative squared error
0.6636
SciMark benchmark
1330.0803
UserCPU time millis
1770
UserCPU time millis testing
30
UserCPU time millis training
1740