Run
432279

Run 432279

Task 97 (Learning Curve) ecoli Uploaded 11-05-2015 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
0.9377 ± 0.0298
Per class
Kappa
0.4488 ± 0.0298
KB relative information score
0.4637 ± 0.0361
Mean absolute error
0.1174 ± 0.0038
Mean prior absolute error
0.1828 ± 0.0012
Number of instances
3360
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.6461 ± 0.0199
Prior entropy
2.1906 ± 0.0868
Recall
0.6461 ± 0.0199
Per class
Relative absolute error
0.6424 ± 0.0181
Root mean prior squared error
0.3016 ± 0.0021
Root mean squared error
0.2394 ± 0.0084
Root relative squared error
0.7939 ± 0.0249
SciMark benchmark
906.9575
UserCPU time millis
200
UserCPU time millis testing
200