Run
303842

Run 303842

Task 88 (Learning Curve) credit-approval 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
0.8942 ± 0.0369
Per class
F measure
0.7681 ± 0.0475
Per class
Kappa
0.5328 ± 0.0924
KB relative information score
0.5454 ± 0.076
Mean absolute error
0.2234 ± 0.0367
Mean prior absolute error
0.494 ± 0.0007
Number of instances
6900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7934 ± 0.044
Per class
Predictive accuracy
0.7764 ± 0.0433
Prior entropy
0.9912 ± 0.0021
Recall
0.7764 ± 0.0433
Per class
Relative absolute error
0.4522 ± 0.0742
Root mean prior squared error
0.497 ± 0.0007
Root mean squared error
0.4365 ± 0.0407
Root relative squared error
0.8784 ± 0.0817
SciMark benchmark
1322.4917