Run
527700

Run 527700

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.9157
Per class
Confusion matrix
F measure
0.853
Per class
Kappa
0.7022
KB relative information score
546148.3227
Mean absolute error
0.2435
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.853
Per class
Predictive accuracy
0.8529
Prior entropy
1
Recall
0.8529
Per class
Relative absolute error
0.4869
Root mean prior squared error
0.5
Root mean squared error
0.3371
Root relative squared error
0.6743