Run
50299

Run 50299

Task 2102 (Learning Curve) eucalyptus 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.

19 Evaluation measures

Area under ROC curve
0.8294 ± 0.0302
Per class
Build CPU time
0.0001
Build memory
1657557248.6
Kappa
0.3562 ± 0.0325
KB relative information score
0.3658 ± 0.0278
Mean absolute error
0.2345 ± 0.0081
Mean prior absolute error
0.3132 ± 0.0002
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.5258 ± 0.0258
Prior entropy
2.2621 ± 0.0043
Recall
0.5258 ± 0.0258
Per class
Relative absolute error
0.7487 ± 0.0256
Root mean prior squared error
0.3957 ± 0.0003
Root mean squared error
0.3396 ± 0.0074
Root relative squared error
0.8581 ± 0.0183
SciMark benchmark
1655.4655