Run
1830935

Run 1830935

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.8403
Per class
Confusion matrix
F measure
0.8158
Per class
Kappa
0.3953
KB relative information score
579476.9303
Mean absolute error
0.2207
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8258
Per class
Predictive accuracy
0.8387
Prior entropy
1
Recall
0.8387
Per class
Relative absolute error
0.4413
Root mean prior squared error
0.5
Root mean squared error
0.34
Root relative squared error
0.6799