Run
324981

Run 324981

Task 1731 (Learning Curve) pendigits Uploaded 26-03-2015 by Joaquin Vanschoren
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  • study_2 study_37 weka weka_3.7.12
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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
0.9747 ± 0.0027
Per class
F measure
0.8096 ± 0.0172
Per class
Kappa
0.7891 ± 0.0186
KB relative information score
0.7569 ± 0.0085
Mean absolute error
0.0663 ± 0.0023
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8112 ± 0.0176
Per class
Predictive accuracy
0.8102 ± 0.0167
Prior entropy
3.3208 ± 0.0002
Recall
0.8102 ± 0.0167
Per class
Relative absolute error
0.3685 ± 0.013
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1689 ± 0.003
Root relative squared error
0.5632 ± 0.0099
SciMark benchmark
1300.6483
UserCPU time millis
6320
UserCPU time millis testing
20
UserCPU time millis training
6300