Run
54320

Run 54320

Task 1757 (Learning Curve) waveform-5000 Uploaded 08-11-2014 by Joaquin Vanschoren
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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
0.9559 ± 0.0062
Per class
Build CPU time
0.0145
Build memory
446522261.3143
F measure
0.7888 ± 0.018
Per class
Kappa
0.7017 ± 0.0241
KB relative information score
0.7254 ± 0.0194
Mean absolute error
0.1356 ± 0.0092
Mean prior absolute error
0.4444 ± 0
Number of instances
5000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8353 ± 0.0127
Per class
Predictive accuracy
0.8008 ± 0.0161
Prior entropy
1.5849 ± 0
Recall
0.8008 ± 0.0161
Per class
Relative absolute error
0.3051 ± 0.0206
Root mean prior squared error
0.4714 ± 0
Root mean squared error
0.3368 ± 0.0146
Root relative squared error
0.7145 ± 0.0309
SciMark benchmark
942.4911