Run
54179

Run 54179

Task 1720 (Learning Curve) car Uploaded 08-11-2014 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.NaiveBayesUpdateable(2)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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.

21 Evaluation measures

Area under ROC curve
0.9758 ± 0.01
Per class
Build CPU time
0.0001
Build memory
1362393458.1091
F measure
0.8482 ± 0.0237
Per class
Kappa
0.6703 ± 0.0567
KB relative information score
0.5834 ± 0.0258
Mean absolute error
0.1137 ± 0.0059
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8523 ± 0.0219
Per class
Predictive accuracy
0.8565 ± 0.0229
Prior entropy
1.2058 ± 0.0093
Recall
0.8565 ± 0.0229
Per class
Relative absolute error
0.4965 ± 0.026
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.2261 ± 0.0071
Root relative squared error
0.6688 ± 0.0217
SciMark benchmark
1615.5755