Run
157522

Run 157522

Task 1727 (Learning Curve) optdigits Uploaded 12-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.LADTree(3)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(3)_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
0.975 ± 0.0049
Per class
F measure
0.8086 ± 0.0214
Per class
Kappa
0.7877 ± 0.0235
KB relative information score
0.7435 ± 0.016
Mean absolute error
0.0698 ± 0.0031
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8096 ± 0.0217
Per class
Predictive accuracy
0.8089 ± 0.0211
Prior entropy
3.3218 ± 0.0001
Recall
0.8089 ± 0.0211
Per class
Relative absolute error
0.3875 ± 0.0171
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1715 ± 0.0067
Root relative squared error
0.5715 ± 0.0224
SciMark benchmark
642.8724
UserCPU time millis
20340
UserCPU time millis testing
20
UserCPU time millis training
20320