Run
1830924

Run 1830924

Task 2132 (Supervised Data Stream Classification) BNG(lymph) 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
0.8161
Per class
Confusion matrix
F measure
0.6913
Per class
Kappa
0.4346
KB relative information score
591389.9565
Mean absolute error
0.1911
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7105
Per class
Predictive accuracy
0.7014
Prior entropy
2
Recall
0.7014
Per class
Relative absolute error
0.5096
Root mean prior squared error
0.433
Root mean squared error
0.3079
Root relative squared error
0.7111