Run
463917

Run 463917

Task 87 (Learning Curve) optdigits Uploaded 09-07-2015 by Joaquin Vanschoren
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Flow

weka.LADTree(4)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(4)_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.

22 Evaluation measures

Area under ROC curve
0.9756 ± 0.0032
Per class
F measure
0.8078 ± 0.0156
Per class
Kappa
0.7869 ± 0.0172
KB relative information score
0.7446 ± 0.0108
Mean absolute error
0.0698 ± 0.0021
Mean prior absolute error
0.18 ± 0
Number of instances
56200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8085 ± 0.0157
Per class
Predictive accuracy
0.8082 ± 0.0155
Prior entropy
3.3218 ± 0.0001
Recall
0.8082 ± 0.0155
Per class
Relative absolute error
0.3875 ± 0.0118
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1712 ± 0.0046
Root relative squared error
0.5707 ± 0.0153
SciMark benchmark
921.1883