Run
527682

Run 527682

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 23-02-2016 by Jan van Rijn
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Flow

moa.RuleClassifierNBayes(1)Moa implementation of RuleClassifierNBayes
moa.RuleClassifierNBayes(1)_q0
moa.RuleClassifierNBayes(1)_p0.1
moa.RuleClassifierNBayes(1)_c1.0E-6
moa.RuleClassifierNBayes(1)_t0.05
moa.RuleClassifierNBayes(1)_o0.99
moa.RuleClassifierNBayes(1)_k0.1
moa.RuleClassifierNBayes(1)_i15
moa.RuleClassifierNBayes(1)_g200
moa.RuleClassifierNBayes(1)_zfirstHit
moa.RuleClassifierNBayes(1)_rfalse
moa.RuleClassifierNBayes(1)_ufalse

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
0.6585
Per class
Confusion matrix
F measure
0.5951
Per class
Kappa
0.1834
KB relative information score
130511.5272
Mean absolute error
0.4427
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6877
Per class
Predictive accuracy
0.6595
Prior entropy
1
Recall
0.6595
Per class
Relative absolute error
0.8854
Root mean prior squared error
0.5
Root mean squared error
0.4619
Root relative squared error
0.9239