Run
303840

Run 303840

Task 86 (Learning Curve) colic Uploaded 18-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)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.

22 Evaluation measures

Area under ROC curve
0.8379 ± 0.0669
Per class
F measure
0.7865 ± 0.0646
Per class
Kappa
0.5478 ± 0.1329
KB relative information score
0.5103 ± 0.1231
Mean absolute error
0.2237 ± 0.0541
Mean prior absolute error
0.4662 ± 0.0029
Number of instances
3680
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7911 ± 0.0624
Per class
Predictive accuracy
0.7845 ± 0.0649
Prior entropy
0.9503 ± 0.0087
Recall
0.7845 ± 0.0649
Per class
Relative absolute error
0.48 ± 0.1155
Root mean prior squared error
0.4827 ± 0.0031
Root mean squared error
0.4191 ± 0.0653
Root relative squared error
0.8683 ± 0.1346
SciMark benchmark
1322.4917