Run
232724

Run 232724

Task 256 (Supervised Classification) nursery 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
0.995
Per class
Cross-validation details (33% Holdout set)
F measure
0.9581
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9399
Cross-validation details (33% Holdout set)
KB relative information score
4072.8257
Cross-validation details (33% Holdout set)
Mean absolute error
0.0148
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.273
Cross-validation details (33% Holdout set)
Number of instances
4276
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9606
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9591
Cross-validation details (33% Holdout set)
Prior entropy
1.7176
Cross-validation details (33% Holdout set)
Recall
0.9591
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0543
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3694
Cross-validation details (33% Holdout set)
Root mean squared error
0.0933
Cross-validation details (33% Holdout set)
Root relative squared error
0.2526
Cross-validation details (33% Holdout set)
SciMark benchmark
899.5042
UserCPU time millis
411130
Cross-validation details (33% Holdout set)
UserCPU time millis testing
550
Cross-validation details (33% Holdout set)
UserCPU time millis training
410580
Cross-validation details (33% Holdout set)