Run
527893

Run 527893

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9711
Per class
Confusion matrix
F measure
0.8308
Per class
Kappa
0.802
KB relative information score
752673.2175
Mean absolute error
0.0857
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8348
Per class
Predictive accuracy
0.8303
Prior entropy
2.8074
Recall
0.8303
Per class
Relative absolute error
0.3501
Root mean prior squared error
0.3499
Root mean squared error
0.1917
Root relative squared error
0.5477