Run
1830930

Run 1830930

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 05-10-2016 by Jan van Rijn
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Flow

moa.RuleClassifier(3)Moa implementation of RuleClassifier
moa.RuleClassifier(3)_p0.1
moa.RuleClassifier(3)_c1.0E-6
moa.RuleClassifier(3)_t0.05
moa.RuleClassifier(3)_o0.99
moa.RuleClassifier(3)_k0.1
moa.RuleClassifier(3)_i15
moa.RuleClassifier(3)_g200
moa.RuleClassifier(3)_zfirstHit
moa.RuleClassifier(3)_rfalse
moa.RuleClassifier(3)_ufalse
moa.RuleClassifier(3)_nfalse
moa.RuleClassifier(3)_mfalse

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
0.8799
Per class
Confusion matrix
F measure
0.8096
Per class
Kappa
0.618
KB relative information score
480260.8684
Mean absolute error
0.2752
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8147
Per class
Predictive accuracy
0.809
Prior entropy
1
Recall
0.809
Per class
Relative absolute error
0.5503
Root mean prior squared error
0.5
Root mean squared error
0.3681
Root relative squared error
0.7362