Run
269971

Run 269971

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 06-03-2015 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
0.6463
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13428.3443
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3476
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.5038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8069
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1215
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
932.0242
UserCPU time millis
31210
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
60
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
31150
Cross-validation details (10-fold Crossvalidation)