Run
527686

Run 527686

Task 192 (Supervised Data Stream Classification) LED(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
0.9493
Per class
Confusion matrix
F measure
0.7096
Per class
Kappa
0.6784
KB relative information score
523336.6346
Mean absolute error
0.1248
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7097
Per class
Predictive accuracy
0.7106
Prior entropy
3.3219
Recall
0.7106
Per class
Relative absolute error
0.6934
Root mean prior squared error
0.3
Root mean squared error
0.2274
Root relative squared error
0.758