Run
55702

Run 55702

Task 1731 (Learning Curve) pendigits Uploaded 12-11-2014 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
0.972 ± 0.0025
Per class
Build CPU time
0.0058
Build memory
2488907957.55
F measure
0.8552 ± 0.0104
Per class
Kappa
0.8424 ± 0.0116
KB relative information score
0.8543 ± 0.0086
Mean absolute error
0.0304 ± 0.0017
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8645 ± 0.009
Per class
Predictive accuracy
0.8582 ± 0.0105
Prior entropy
3.3208 ± 0.0002
Recall
0.8582 ± 0.0105
Per class
Relative absolute error
0.1688 ± 0.0096
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.16 ± 0.0049
Root relative squared error
0.5334 ± 0.0164
SciMark benchmark
1525.9265