Run
527830

Run 527830

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) 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
0.8144
Per class
Confusion matrix
F measure
0.5452
Per class
Kappa
0.4109
KB relative information score
396264.1782
Mean absolute error
0.2654
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5591
Per class
Predictive accuracy
0.5569
Prior entropy
2
Recall
0.5569
Per class
Relative absolute error
0.7077
Root mean prior squared error
0.433
Root mean squared error
0.3762
Root relative squared error
0.8688