Run
437699

Run 437699

Task 7535 (Learning Curve) monks-problems-2 Uploaded 13-05-2015 by Joaquin Vanschoren
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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
0.4498 ± 0.0801
Per class
KB relative information score
-0.0399 ± 0.0123
Mean absolute error
0.4595 ± 0.005
Mean prior absolute error
0.4507 ± 0.0026
Number of instances
601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.6572 ± 0.0083
Prior entropy
0.9274 ± 0.0078
Recall
0.6572 ± 0.0083
Per class
Relative absolute error
1.0194 ± 0.0077
Root mean prior squared error
0.4746 ± 0.0027
Root mean squared error
0.4781 ± 0.0066
Root relative squared error
1.0073 ± 0.0108
SciMark benchmark
913.9348
UserCPU time millis
190
UserCPU time millis testing
190