Run
527691

Run 527691

Task 200 (Supervised Data Stream Classification) SEA(50000) 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
0.8702
Per class
Confusion matrix
F measure
0.847
Per class
Kappa
0.6746
KB relative information score
347114.3549
Mean absolute error
0.3537
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8482
Per class
Predictive accuracy
0.8488
Prior entropy
1
Recall
0.8488
Per class
Relative absolute error
0.7074
Root mean prior squared error
0.5
Root mean squared error
0.3866
Root relative squared error
0.7732