Run
157505

Run 157505

Task 1717 (Learning Curve) mfeat-morphological Uploaded 11-02-2015 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
0.9507 ± 0.0052
Per class
F measure
0.6942 ± 0.0229
Per class
Kappa
0.6772 ± 0.02
KB relative information score
0.7119 ± 0.0144
Mean absolute error
0.0777 ± 0.0026
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7096 ± 0.033
Per class
Predictive accuracy
0.7095 ± 0.018
Prior entropy
3.3219
Recall
0.7095 ± 0.018
Per class
Relative absolute error
0.4315 ± 0.0147
Root mean prior squared error
0.3
Root mean squared error
0.1942 ± 0.0047
Root relative squared error
0.6472 ± 0.0158
SciMark benchmark
642.8724
UserCPU time millis
640
UserCPU time millis testing
10
UserCPU time millis training
630