Run
1830933

Run 1830933

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.8705
Per class
Confusion matrix
F measure
0.7728
Per class
Kappa
0.5383
KB relative information score
471357.6362
Mean absolute error
0.2721
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7749
Per class
Predictive accuracy
0.7747
Prior entropy
1
Recall
0.7747
Per class
Relative absolute error
0.5441
Root mean prior squared error
0.5
Root mean squared error
0.3801
Root relative squared error
0.7603