Run
1666140

Run 1666140

Task 3481 (Supervised Classification) isolet 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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5808
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4920.144
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0465
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5969
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.5969
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1449
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7533
Cross-validation details (10-fold Crossvalidation)