Run
303829

Run 303829

Task 65 (Learning Curve) arrhythmia 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.

20 Evaluation measures

Area under ROC curve
0.7752 ± 0.0495
Per class
Kappa
0.4495 ± 0.0949
KB relative information score
0.444 ± 0.0919
Mean absolute error
0.0467 ± 0.0081
Mean prior absolute error
0.0855 ± 0.0007
Number of instances
4520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Predictive accuracy
0.6268 ± 0.0662
Prior entropy
2.4124 ± 0.056
Recall
0.6268 ± 0.0662
Per class
Relative absolute error
0.5455 ± 0.0947
Root mean prior squared error
0.2055 ± 0.0018
Root mean squared error
0.2128 ± 0.0194
Root relative squared error
1.0354 ± 0.0948
SciMark benchmark
1318.3496
UserCPU time millis
660
UserCPU time millis testing
640
UserCPU time millis training
20