Run
50323

Run 50323

Task 1740 (Learning Curve) soybean 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
0.9781 ± 0.008
Per class
Build CPU time
0.0001
Build memory
460297914.7
Kappa
0.5289 ± 0.0382
KB relative information score
0.4701 ± 0.0171
Mean absolute error
0.074 ± 0.0015
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.5783 ± 0.0343
Prior entropy
3.8358 ± 0.0227
Recall
0.5783 ± 0.0343
Per class
Relative absolute error
0.7696 ± 0.0165
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.1871 ± 0.0021
Root relative squared error
0.8541 ± 0.0102
SciMark benchmark
1655.4655