Run
47465

Run 47465

Task 1740 (Learning Curve) soybean Uploaded 05-11-2014 by Jan van Rijn
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  • 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
0.9944 ± 0.0029
Per class
Build CPU time
0.0002
Build memory
963229126
F measure
0.9246 ± 0.0352
Per class
Kappa
0.9181 ± 0.037
KB relative information score
0.9338 ± 0.0223
Mean absolute error
0.0096 ± 0.0027
Mean prior absolute error
0.0961 ± 0.0001
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9341 ± 0.0275
Per class
Predictive accuracy
0.9253 ± 0.0337
Prior entropy
3.8358 ± 0.0227
Recall
0.9253 ± 0.0337
Per class
Relative absolute error
0.0995 ± 0.0282
Root mean prior squared error
0.2191 ± 0.0002
Root mean squared error
0.0817 ± 0.0161
Root relative squared error
0.3728 ± 0.0733
SciMark benchmark
1445.6628