Run
1830931

Run 1830931

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) 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
0.9463
Per class
Confusion matrix
F measure
0.7217
Per class
Kappa
0.6715
KB relative information score
691440.7921
Mean absolute error
0.1096
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7434
Per class
Predictive accuracy
0.7427
Prior entropy
2.585
Recall
0.7427
Per class
Relative absolute error
0.3947
Root mean prior squared error
0.3727
Root mean squared error
0.238
Root relative squared error
0.6385