Run
1839453

Run 1839453

Task 7532 (Learning Curve) monks-problems-1 Uploaded 15-11-2016 by Jan van Rijn
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Flow

weka.A1DEUpdateable(1)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DEUpdateable(1)_F1
weka.A1DEUpdateable(1)_M1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9979 ± 0.002
Per class
F measure
0.8473 ± 0.0515
Per class
Kappa
0.7014 ± 0.0969
KB relative information score
275.9872 ± 1.5631
Mean absolute error
0.2718 ± 0.0127
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
['Oracle Corporation', '1.8.0_91', 'amd64', 'Linux', '3.10.0-327.22.2.el7.x86_64']
Precision
0.885 ± 0.0304
Per class
Predictive accuracy
0.8507 ± 0.0485
Prior entropy
1
Recall
0.8507 ± 0.0485
Per class
Relative absolute error
0.5437 ± 0.0254
Root mean prior squared error
0.5
Root mean squared error
0.3289 ± 0.0125
Root relative squared error
0.6579 ± 0.025
SciMark benchmark
1475.672