Run
55617

Run 55617

Task 1705 (Learning Curve) letter 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
0.9555 ± 0.0026
Per class
Build CPU time
0.0103
Build memory
3702281739.0667
F measure
0.6388 ± 0.0087
Per class
Kappa
0.6276 ± 0.0087
KB relative information score
0.6876 ± 0.0079
Mean absolute error
0.0323 ± 0.0006
Mean prior absolute error
0.074 ± 0
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.6567 ± 0.01
Per class
Predictive accuracy
0.6419 ± 0.0084
Prior entropy
4.6998 ± 0.0001
Recall
0.6419 ± 0.0084
Per class
Relative absolute error
0.4362 ± 0.0081
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.139 ± 0.0015
Root relative squared error
0.7229 ± 0.008
SciMark benchmark
1525.9265