Run
528257

Run 528257

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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
0.9552
Per class
Confusion matrix
F measure
0.8429
Per class
Kappa
0.768
KB relative information score
712216.3284
Mean absolute error
0.1547
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.849
Per class
Predictive accuracy
0.8452
Prior entropy
1.585
Recall
0.8452
Per class
Relative absolute error
0.3481
Root mean prior squared error
0.4714
Root mean squared error
0.2751
Root relative squared error
0.5836