Run
55615

Run 55615

Task 2094 (Learning Curve) adult Uploaded 12-11-2014 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
0.9018 ± 0.0051
Per class
Build CPU time
0.0062
Build memory
2564255212.88
F measure
0.8309 ± 0.0064
Per class
Kappa
0.5597 ± 0.0168
KB relative information score
0.4124 ± 0.0158
Mean absolute error
0.1912 ± 0.0047
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8458 ± 0.0064
Per class
Predictive accuracy
0.8241 ± 0.0067
Prior entropy
0.7938 ± 0.0002
Recall
0.8241 ± 0.0067
Per class
Relative absolute error
0.5251 ± 0.0129
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3571 ± 0.0057
Root relative squared error
0.837 ± 0.0134
SciMark benchmark
1525.9265