Run
1832402

Run 1832402

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 10-10-2016 by Jan van Rijn
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Flow

moa.RuleClassifier(3)Moa implementation of RuleClassifier
moa.RuleClassifier(3)_p0.1
moa.RuleClassifier(3)_c1.0E-6
moa.RuleClassifier(3)_t0.05
moa.RuleClassifier(3)_o0.99
moa.RuleClassifier(3)_k0.1
moa.RuleClassifier(3)_i15
moa.RuleClassifier(3)_g200
moa.RuleClassifier(3)_zfirstHit
moa.RuleClassifier(3)_rfalse
moa.RuleClassifier(3)_ufalse
moa.RuleClassifier(3)_nfalse
moa.RuleClassifier(3)_mfalse

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.

18 Evaluation measures

Area under ROC curve
0.7817
Per class
Confusion matrix
F measure
0.6889
Per class
Kappa
0.3806
KB relative information score
304786.3313
Mean absolute error
0.3564
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7059
Per class
Predictive accuracy
0.6968
Prior entropy
1
Recall
0.6968
Per class
Relative absolute error
0.7127
Root mean prior squared error
0.5
Root mean squared error
0.4315
Root relative squared error
0.8631