Run
232541

Run 232541

Task 3045 (Supervised Classification) wine Uploaded 02-03-2015 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
0.9394
Per class
Cross-validation details (33% Holdout set)
F measure
0.8974
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8408
Cross-validation details (33% Holdout set)
KB relative information score
48.0415
Cross-validation details (33% Holdout set)
Mean absolute error
0.0783
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4356
Cross-validation details (33% Holdout set)
Number of instances
58
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9079
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8966
Cross-validation details (33% Holdout set)
Prior entropy
1.5674
Cross-validation details (33% Holdout set)
Recall
0.8966
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1797
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4648
Cross-validation details (33% Holdout set)
Root mean squared error
0.2527
Cross-validation details (33% Holdout set)
Root relative squared error
0.5437
Cross-validation details (33% Holdout set)
SciMark benchmark
1366.0221
UserCPU time millis
10
UserCPU time millis training
10