Run
528256

Run 528256

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 25-02-2016 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
0.9544
Per class
Confusion matrix
F measure
0.785
Per class
Kappa
0.7612
KB relative information score
756731.1327
Mean absolute error
0.0612
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7872
Per class
Predictive accuracy
0.7851
Prior entropy
3.3219
Recall
0.7851
Per class
Relative absolute error
0.3399
Root mean prior squared error
0.3
Root mean squared error
0.1774
Root relative squared error
0.5912