Run
527684

Run 527684

Task 163 (Supervised Data Stream Classification) BNG(optdigits) 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
0.9892
Per class
Confusion matrix
F measure
0.8945
Per class
Kappa
0.8829
KB relative information score
875315.3585
Mean absolute error
0.0336
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8946
Per class
Predictive accuracy
0.8946
Prior entropy
3.3219
Recall
0.8946
Per class
Relative absolute error
0.1868
Root mean prior squared error
0.3
Root mean squared error
0.1246
Root relative squared error
0.4153