Run
57929

Run 57929

Task 2094 (Learning Curve) adult Uploaded 14-11-2014 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
0.8758 ± 0.0063
Per class
Build CPU time
0.0003
Build memory
1155416669.92
KB relative information score
0.1434 ± 0.0094
Mean absolute error
0.2844 ± 0.0023
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Predictive accuracy
0.7607 ± 0.0001
Prior entropy
0.7938 ± 0.0002
Recall
0.7607 ± 0.0001
Per class
Relative absolute error
0.7811 ± 0.0064
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3768 ± 0.0024
Root relative squared error
0.8832 ± 0.0056
SciMark benchmark
1614.7273