DEVELOPMENT... OpenML
Run
50310

Run 50310

Task 1719 (Learning Curve) mfeat-pixel 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.

21 Evaluation measures

Area under ROC curve
0.952 ± 0.0082
Per class
Build CPU time
0.0001
Build memory
1614108130.9091
F measure
0.7648 ± 0.03
Per class
Kappa
0.7522 ± 0.0308
KB relative information score
0.4296 ± 0.0119
Mean absolute error
0.1431 ± 0.0014
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]
Precision
0.822 ± 0.0225
Per class
Predictive accuracy
0.777 ± 0.0277
Prior entropy
3.3219
Recall
0.777 ± 0.0277
Per class
Relative absolute error
0.7949 ± 0.0078
Root mean prior squared error
0.3
Root mean squared error
0.2539 ± 0.0023
Root relative squared error
0.8464 ± 0.0078
SciMark benchmark
1970.0822