Run
157523

Run 157523

Task 1728 (Learning Curve) credit-approval 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
0.927 ± 0.0401
Per class
F measure
0.8362 ± 0.0543
Per class
Kappa
0.6683 ± 0.1104
KB relative information score
0.6146 ± 0.0897
Mean absolute error
0.199 ± 0.0413
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8362 ± 0.0548
Per class
Predictive accuracy
0.8362 ± 0.0542
Prior entropy
0.9912 ± 0.0022
Recall
0.8362 ± 0.0542
Per class
Relative absolute error
0.4028 ± 0.0839
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3261 ± 0.0521
Root relative squared error
0.6563 ± 0.1051
SciMark benchmark
642.8724
UserCPU time millis
270
UserCPU time millis training
270