Run
54314

Run 54314

Task 1730 (Learning Curve) credit-g 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.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
0.7821 ± 0.0463
Per class
Build CPU time
0.0007
Build memory
2494329654.4889
F measure
0.7411 ± 0.0432
Per class
Kappa
0.3693 ± 0.1001
KB relative information score
0.2741 ± 0.0772
Mean absolute error
0.2963 ± 0.0259
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7381 ± 0.0436
Per class
Predictive accuracy
0.749 ± 0.0458
Prior entropy
0.8813
Recall
0.749 ± 0.0458
Per class
Relative absolute error
0.7052 ± 0.0616
Root mean prior squared error
0.4583
Root mean squared error
0.4238 ± 0.0331
Root relative squared error
0.9247 ± 0.0723
SciMark benchmark
1608.8422