Run
527844

Run 527844

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 24-02-2016 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
0.9658
Per class
Confusion matrix
F measure
0.9041
Per class
Kappa
0.8082
KB relative information score
606980.0619
Mean absolute error
0.2179
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9043
Per class
Predictive accuracy
0.9041
Prior entropy
1
Recall
0.9041
Per class
Relative absolute error
0.4358
Root mean prior squared error
0.5
Root mean squared error
0.2862
Root relative squared error
0.5723