OpenML
47942

Run 47942

Task 1728 (Learning Curve) credit-approval Uploaded 05-11-2014 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.NaiveBayes(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
0.8955 ± 0.0412
Per class
Build CPU time
0.0002
Build memory
1302894061.3
F measure
0.7718 ± 0.047
Per class
Kappa
0.54 ± 0.0917
KB relative information score
0.5474 ± 0.0793
Mean absolute error
0.2228 ± 0.0387
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7963 ± 0.0415
Per class
Predictive accuracy
0.7797 ± 0.0414
Prior entropy
0.9912 ± 0.0022
Recall
0.7797 ± 0.0414
Per class
Relative absolute error
0.4511 ± 0.0784
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.4352 ± 0.041
Root relative squared error
0.8758 ± 0.0827
SciMark benchmark
1655.4655