Run
303873

Run 303873

Task 115 (Learning Curve) vowel Uploaded 18-03-2015 by Joaquin Vanschoren
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Flow

weka.NaiveBayes(10)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.

22 Evaluation measures

Area under ROC curve
0.9554 ± 0.0091
Per class
F measure
0.6337 ± 0.0543
Per class
Kappa
0.5979 ± 0.0594
KB relative information score
0.6484 ± 0.0315
Mean absolute error
0.086 ± 0.0049
Mean prior absolute error
0.1653
Number of instances
9900
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6387 ± 0.0552
Per class
Predictive accuracy
0.6344 ± 0.054
Prior entropy
3.4594
Recall
0.6344 ± 0.054
Per class
Relative absolute error
0.5203 ± 0.0294
Root mean prior squared error
0.2875
Root mean squared error
0.2106 ± 0.011
Root relative squared error
0.7326 ± 0.0384
SciMark benchmark
1318.3496
UserCPU time millis
40
UserCPU time millis testing
30
UserCPU time millis training
10