DEVELOPMENT... OpenML
Run
50315

Run 50315

Task 1715 (Learning Curve) mfeat-karhunen Uploaded 06-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.LWL_DecisionStump(2)Eibe Frank, Mark Hall, Bernhard Pfahringer: Locally Weighted Naive Bayes. In: 19th Conference in Uncertainty in Artificial Intelligence, 249-256, 2003. C. Atkeson, A. Moore, S. Schaal (1996). Locally weighted learning. AI Review..
weka.LWL_DecisionStump(2)_Atrue
weka.LWL_DecisionStump(2)_K-1
weka.LWL_DecisionStump(2)_U0
weka.LWL_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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.

19 Evaluation measures

Area under ROC curve
0.9497 ± 0.0134
Per class
Build CPU time
0.0002
Build memory
2189166284.2182
Kappa
0.6072 ± 0.0289
KB relative information score
0.3453 ± 0.0109
Mean absolute error
0.1535 ± 0.0012
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.6465 ± 0.026
Prior entropy
3.3219
Recall
0.6465 ± 0.026
Per class
Relative absolute error
0.8528 ± 0.0067
Root mean prior squared error
0.3
Root mean squared error
0.2677 ± 0.002
Root relative squared error
0.8922 ± 0.0067
SciMark benchmark
1737.9306