Run
157537

Run 157537

Task 1757 (Learning Curve) waveform-5000 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
0.9368 ± 0.0094
Per class
F measure
0.7931 ± 0.0198
Per class
Kappa
0.6895 ± 0.0299
KB relative information score
0.6632 ± 0.0224
Mean absolute error
0.1755 ± 0.0105
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7934 ± 0.0203
Per class
Predictive accuracy
0.793 ± 0.0199
Prior entropy
1.5849 ± 0
Recall
0.793 ± 0.0199
Per class
Relative absolute error
0.395 ± 0.0237
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.3099 ± 0.0142
Root relative squared error
0.6574 ± 0.0301
SciMark benchmark
646.4525
UserCPU time millis
6920
UserCPU time millis training
6920