Run
527742

Run 527742

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 24-02-2016 by Joaquin Vanschoren
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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
0.7987
Per class
Confusion matrix
F measure
0.7584
Per class
Kappa
0.4127
KB relative information score
304563.0577
Mean absolute error
0.3669
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.756
Per class
Predictive accuracy
0.7651
Prior entropy
1
Recall
0.7651
Per class
Relative absolute error
0.7338
Root mean prior squared error
0.5
Root mean squared error
0.4106
Root relative squared error
0.8212