DEVELOPMENT... OpenML
Run
50308

Run 50308

Task 2097 (Learning Curve) satimage 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
0.9096 ± 0.0071
Per class
Build CPU time
0.0002
Build memory
1533028340.4571
Kappa
0.6898 ± 0.0152
KB relative information score
0.4964 ± 0.0087
Mean absolute error
0.1728 ± 0.0021
Mean prior absolute error
0.2701 ± 0
Number of instances
6430
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.7558 ± 0.0118
Prior entropy
2.4834 ± 0.0009
Recall
0.7558 ± 0.0118
Per class
Relative absolute error
0.6397 ± 0.0077
Root mean prior squared error
0.3675 ± 0
Root mean squared error
0.2808 ± 0.0032
Root relative squared error
0.7641 ± 0.0088
SciMark benchmark
1970.0822