DEVELOPMENT... OpenML
Run
176954

Run 176954

Task 4441 (Supervised Classification) boston 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
0.87
Per class
F measure
0.8585
Per class
Kappa
0.7079
KB relative information score
3387.7398
Mean absolute error
0.1637
Mean prior absolute error
0.4849
Number of instances
5060
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8584
Per class
Predictive accuracy
0.8587
Prior entropy
0.9782
Recall
0.8587
Per class
Relative absolute error
0.3376
Root mean prior squared error
0.4924
Root mean squared error
0.3579
Root relative squared error
0.7269
SciMark benchmark
1330.0803
UserCPU time millis
20
UserCPU time millis training
20