Run
1666171

Run 1666171

Task 3964 (Supervised Classification) OVA_Lung Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.LADTree(7)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(7)_B10

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.

17 Evaluation measures

Area under ROC curve
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8348
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1077.9929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0329
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1503
Cross-validation details (10-fold Crossvalidation)
Number of instances
1545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4095
Cross-validation details (10-fold Crossvalidation)
Recall
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2737
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1416
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5174
Cross-validation details (10-fold Crossvalidation)