Run
437700

Run 437700

Task 7536 (Learning Curve) monks-problems-3 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.

22 Evaluation measures

Area under ROC curve
0.9859 ± 0.012
Per class
F measure
0.9639 ± 0.017
Per class
Kappa
0.9278 ± 0.0337
KB relative information score
0.7058 ± 0.0218
Mean absolute error
0.1716 ± 0.0099
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9646 ± 0.015
Per class
Predictive accuracy
0.9639 ± 0.0169
Prior entropy
0.9989 ± 0.0008
Recall
0.9639 ± 0.0169
Per class
Relative absolute error
0.3438 ± 0.0197
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.2401 ± 0.0235
Root relative squared error
0.4806 ± 0.047
SciMark benchmark
941.3619
UserCPU time millis
170
UserCPU time millis testing
170