Run
324955

Run 324955

Task 1735 (Learning Curve) segment 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
0.9909 ± 0.0022
Per class
F measure
0.9228 ± 0.0136
Per class
Kappa
0.9101 ± 0.0156
KB relative information score
0.8889 ± 0.0124
Mean absolute error
0.0413 ± 0.004
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9244 ± 0.0146
Per class
Predictive accuracy
0.9229 ± 0.0134
Prior entropy
2.8074
Recall
0.9229 ± 0.0134
Per class
Relative absolute error
0.1688 ± 0.0163
Root mean prior squared error
0.3499
Root mean squared error
0.1274 ± 0.0094
Root relative squared error
0.364 ± 0.0269
SciMark benchmark
1337.1495
UserCPU time millis
1050
UserCPU time millis testing
10
UserCPU time millis training
1040