Run
54175

Run 54175

Task 1711 (Learning Curve) mfeat-factors Uploaded 08-11-2014 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
0.9688 ± 0.0089
Per class
Build CPU time
0.0145
Build memory
1533663410.3273
F measure
0.9271 ± 0.0184
Per class
Kappa
0.9189 ± 0.0203
KB relative information score
0.9246 ± 0.0196
Mean absolute error
0.0145 ± 0.0037
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.928 ± 0.0174
Per class
Predictive accuracy
0.927 ± 0.0183
Prior entropy
3.3219
Recall
0.927 ± 0.0183
Per class
Relative absolute error
0.0808 ± 0.0207
Root mean prior squared error
0.3
Root mean squared error
0.1193 ± 0.0159
Root relative squared error
0.3976 ± 0.053
SciMark benchmark
1615.5755