Run
437698

Run 437698

Task 7532 (Learning Curve) monks-problems-1 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
0.8502 ± 0.043
Per class
F measure
0.729 ± 0.0283
Per class
Kappa
0.4928 ± 0.046
KB relative information score
0.3522 ± 0.0314
Mean absolute error
0.3341 ± 0.0148
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8317 ± 0.01
Per class
Predictive accuracy
0.7464 ± 0.023
Prior entropy
1
Recall
0.7464 ± 0.023
Per class
Relative absolute error
0.6682 ± 0.0297
Root mean prior squared error
0.5
Root mean squared error
0.4074 ± 0.0125
Root relative squared error
0.8147 ± 0.0249
SciMark benchmark
941.3619
UserCPU time millis
170
UserCPU time millis testing
170