Run
303899

Run 303899

Task 91 (Learning Curve) pendigits 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
0.9719 ± 0.0035
Per class
F measure
0.8546 ± 0.0096
Per class
Kappa
0.8418 ± 0.0105
KB relative information score
0.8542 ± 0.0089
Mean absolute error
0.0304 ± 0.0017
Mean prior absolute error
0.18 ± 0
Number of instances
109920
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8639 ± 0.0091
Per class
Predictive accuracy
0.8576 ± 0.0095
Prior entropy
3.3208 ± 0.0002
Recall
0.8576 ± 0.0095
Per class
Relative absolute error
0.1689 ± 0.0093
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.16 ± 0.0052
Root relative squared error
0.5335 ± 0.0173
SciMark benchmark
1322.4917
UserCPU time millis
580
UserCPU time millis testing
550
UserCPU time millis training
30