Run
503655

Run 503655

Task 1714 (Learning Curve) breast-w Uploaded 29-12-2015 by Joaquin Vanschoren
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Flow

weka.FURIA(2)Jens Christian Huehn, Eyke Huellermeier (2009). FURIA: An Algorithm for Unordered Fuzzy Rule Induction. Data Mining and Knowledge Discovery..
weka.FURIA(2)_F3
weka.FURIA(2)_N2.0
weka.FURIA(2)_O2
weka.FURIA(2)_S1
weka.FURIA(2)_s0
weka.FURIA(2)_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
0.9682 ± 0.0178
Per class
F measure
0.9557 ± 0.0329
Per class
Kappa
0.9019 ± 0.0714
KB relative information score
621.4568 ± 4.0819
Mean absolute error
0.0484 ± 0.0253
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9557 ± 0.0311
Per class
Predictive accuracy
0.9557 ± 0.0333
Prior entropy
0.9297
Recall
0.9557 ± 0.0333
Per class
Relative absolute error
0.1071 ± 0.056
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.1969 ± 0.066
Root relative squared error
0.4143 ± 0.139
SciMark benchmark
936.9996
UserCPU time millis
90
UserCPU time millis testing
10
UserCPU time millis training
80