Run
574232

Run 574232

Task 2075 (Supervised Classification) abalone Uploaded 31-05-2016 by Jan van Rijn
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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
0.581
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
676.1116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0556
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.1404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2174
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2174
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9003
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2093
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1908
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1604.8368
UserCPU time millis
2620
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2600
Cross-validation details (10-fold Crossvalidation)