OpenML
52510

Run 52510

Task 1727 (Learning Curve) optdigits Uploaded 07-11-2014 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
0.9771 ± 0.0064
Per class
Build CPU time
0.0072
Build memory
1142108982.2286
F measure
0.9147 ± 0.0148
Per class
Kappa
0.9047 ± 0.0164
KB relative information score
0.9132 ± 0.0158
Mean absolute error
0.0173 ± 0.003
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9171 ± 0.0139
Per class
Predictive accuracy
0.9142 ± 0.0147
Prior entropy
3.3218 ± 0.0001
Recall
0.9142 ± 0.0147
Per class
Relative absolute error
0.096 ± 0.0164
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1261 ± 0.0116
Root relative squared error
0.4205 ± 0.0387
SciMark benchmark
1914.93