Run
1830937

Run 1830937

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 06-10-2016 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
0.838
Per class
Confusion matrix
F measure
0.4793
Per class
Kappa
0.3536
KB relative information score
480257.9387
Mean absolute error
0.1445
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4737
Per class
Predictive accuracy
0.5445
Prior entropy
2.8074
Recall
0.5445
Per class
Relative absolute error
0.5899
Root mean prior squared error
0.3499
Root mean squared error
0.2805
Root relative squared error
0.8017