Run
164635

Run 164635

Task 1730 (Learning Curve) credit-g 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
0.7485 ± 0.0382
Per class
KB relative information score
0.0758 ± 0.0371
Mean absolute error
0.3713 ± 0.0118
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Predictive accuracy
0.7
Prior entropy
0.8813
Recall
0.7
Per class
Relative absolute error
0.8838 ± 0.028
Root mean prior squared error
0.4583
Root mean squared error
0.4308 ± 0.0137
Root relative squared error
0.9401 ± 0.03
SciMark benchmark
1065.1378
UserCPU time millis
2110
UserCPU time millis testing
2110