Run
55620

Run 55620

Task 1764 (Learning Curve) electricity 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
0.7896 ± 0.0044
Per class
Build CPU time
0.0123
Build memory
4405978221
F measure
0.7053 ± 0.008
Per class
Kappa
0.4086 ± 0.0144
KB relative information score
0.3915 ± 0.0074
Mean absolute error
0.3011 ± 0.0032
Mean prior absolute error
0.4886 ± 0
Number of instances
45312
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7709 ± 0.005
Per class
Predictive accuracy
0.7306 ± 0.0059
Prior entropy
0.9835 ± 0
Recall
0.7306 ± 0.0059
Per class
Relative absolute error
0.6162 ± 0.0066
Root mean prior squared error
0.4943 ± 0
Root mean squared error
0.4575 ± 0.0056
Root relative squared error
0.9257 ± 0.0114
SciMark benchmark
1525.9265