Run
47901

Run 47901

Task 95 (Learning Curve) segment Uploaded 05-11-2014 by Jan van Rijn
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  • curves 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
0.9667 ± 0.0063
Per class
Build CPU time
0.0015
Build memory
2479997340.4933
F measure
0.7795 ± 0.0207
Per class
Kappa
0.7677 ± 0.0209
KB relative information score
0.7898 ± 0.018
Mean absolute error
0.0574 ± 0.0048
Mean prior absolute error
0.2449
Number of instances
23100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.819 ± 0.0288
Per class
Predictive accuracy
0.8009 ± 0.0179
Prior entropy
2.8074
Recall
0.8009 ± 0.0179
Per class
Relative absolute error
0.2345 ± 0.0198
Root mean prior squared error
0.3499
Root mean squared error
0.229 ± 0.01
Root relative squared error
0.6545 ± 0.0285
SciMark benchmark
1652.2022