Run
18584

Run 18584

Task 57 (Supervised Classification) ionosphere Uploaded 10-06-2014 by Joaquin Vanschoren
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Flow

weka.LADTree(1)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(1)_B10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9522
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8849
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.748
Cross-validation details (10-fold Crossvalidation)
KB relative information score
246.9301
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1405
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2817
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5872
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.7246[566.31191013187331010.1992658050349483.449727694041908.6446419506921760.017229859821]