Run
104729

Run 104729

Task 2114 (Supervised Classification) solar-flare Uploaded 08-12-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

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.

21 Evaluation measures

Area under ROC curve
0.9286
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.004
Cross-validation details (33% Holdout set)
Build memory
440014240
Cross-validation details (33% Holdout set)
F measure
0.9957
Per class
Cross-validation details (33% Holdout set)
KB relative information score
-547.6998
Cross-validation details (33% Holdout set)
Mean absolute error
0.0046
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.0062
Cross-validation details (33% Holdout set)
Number of instances
351
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
0.9943
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9972
Cross-validation details (33% Holdout set)
Prior entropy
0.0626
Cross-validation details (33% Holdout set)
Recall
0.9972
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.7309
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.0436
Cross-validation details (33% Holdout set)
Root mean squared error
0.0492
Cross-validation details (33% Holdout set)
Root relative squared error
1.1275
Cross-validation details (33% Holdout set)
SciMark benchmark
936.8995