Run
1830932

Run 1830932

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.858
Per class
Confusion matrix
F measure
0.7568
Per class
Kappa
0.5152
KB relative information score
730337.9888
Mean absolute error
0.1179
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.756
Per class
Predictive accuracy
0.7599
Prior entropy
2.3219
Recall
0.7599
Per class
Relative absolute error
0.3684
Root mean prior squared error
0.4
Root mean squared error
0.249
Root relative squared error
0.6226