Run
164644

Run 164644

Task 1740 (Learning Curve) soybean Uploaded 17-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.LWL_DecisionStump(3)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(3)_Atrue
weka.LWL_DecisionStump(3)_K-1
weka.LWL_DecisionStump(3)_U0
weka.LWL_DecisionStump(3)_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.

20 Evaluation measures

Area under ROC curve
0.9781 ± 0.008
Per class
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
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-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
1060.8407
UserCPU time millis
930
UserCPU time millis testing
930