Run
50316

Run 50316

Task 1728 (Learning Curve) credit-approval Uploaded 06-11-2014 by Jan van Rijn
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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
0.9086 ± 0.0446
Per class
Build CPU time
0.0001
Build memory
2190048749.8
F measure
0.8554 ± 0.0421
Per class
Kappa
0.7116 ± 0.0829
KB relative information score
0.5779 ± 0.0635
Mean absolute error
0.2255 ± 0.0283
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.8663 ± 0.0399
Per class
Predictive accuracy
0.8551 ± 0.0421
Prior entropy
0.9912 ± 0.0022
Recall
0.8551 ± 0.0421
Per class
Relative absolute error
0.4564 ± 0.0573
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3398 ± 0.0441
Root relative squared error
0.6838 ± 0.0889
SciMark benchmark
1737.9306