Run
273673

Run 273673

Task 4310 (Supervised Classification) sleep Uploaded 06-03-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7477
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.709
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.4185
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
276.556
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2752
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.498
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
620
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7211
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.7145
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9972
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.7145
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5526
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.499
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4903
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9827
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
789.1062
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)