Run
1830939

Run 1830939

Task 2244 (Supervised Data Stream Classification) adult 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
0.5433
Per class
Confusion matrix
F measure
0.6851
Per class
Kappa
0.0748
KB relative information score
16818.9076
Mean absolute error
0.3491
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.7997
Per class
Predictive accuracy
0.7718
Prior entropy
1
Recall
0.7718
Per class
Relative absolute error
0.6983
Root mean prior squared error
0.5
Root mean squared error
0.4183
Root relative squared error
0.8367