Run
436835

Run 436835

Task 98 (Learning Curve) sonar Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.FURIA(1)Jens Christian Huehn, Eyke Huellermeier (2009). FURIA: An Algorithm for Unordered Fuzzy Rule Induction. Data Mining and Knowledge Discovery..
weka.FURIA(1)_F3
weka.FURIA(1)_N2.0
weka.FURIA(1)_O2
weka.FURIA(1)_S1
weka.FURIA(1)_s0
weka.FURIA(1)_p0

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
0.8186 ± 0.0934
Per class
F measure
0.7733 ± 0.0923
Per class
Kappa
0.5443 ± 0.1838
KB relative information score
0.5118 ± 0.1607
Mean absolute error
0.2445 ± 0.0789
Mean prior absolute error
0.4978 ± 0.0015
Number of instances
2080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7733 ± 0.0936
Per class
Predictive accuracy
0.7736 ± 0.0913
Prior entropy
0.9967 ± 0.0043
Recall
0.7736 ± 0.0913
Per class
Relative absolute error
0.4913 ± 0.1587
Root mean prior squared error
0.4989 ± 0.0015
Root mean squared error
0.4299 ± 0.092
Root relative squared error
0.8618 ± 0.1847
SciMark benchmark
944.3124
UserCPU time millis
100
UserCPU time millis training
100