Run
6046540

Run 6046540

Task 2068 (Supervised Classification) solar-flare Uploaded 25-07-2017 by Miguel Cachada
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Flow

weka.LWL_NaiveBayes(2)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_NaiveBayes(2)_Atrue
weka.LWL_NaiveBayes(2)_K90
weka.LWL_NaiveBayes(2)_U0
weka.LWL_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9949
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3324
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-274.4233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0036
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0075
Cross-validation details (10-fold Crossvalidation)
Number of instances
1066
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
['Oracle Corporation', '1.8.0_131', 'amd64', 'Linux', '4.8.0-51-generic']
Precision
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.0626
Cross-validation details (10-fold Crossvalidation)
Recall
0.9962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4811
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0558
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9438
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1579.6275
UserCPU time millis
220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
220
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)