Run
2495

Run 2495

Task 187 (Supervised Data Stream Classification) BNG(zoo,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.RuleClassifier(1)Moa implementation of RuleClassifier
moa.RuleClassifier(1)_c1.0E-6
moa.RuleClassifier(1)_g200
moa.RuleClassifier(1)_i15
moa.RuleClassifier(1)_k0.1
moa.RuleClassifier(1)_o0.99
moa.RuleClassifier(1)_p0.1
moa.RuleClassifier(1)_rfalse
moa.RuleClassifier(1)_t0.05
moa.RuleClassifier(1)_ufalse
moa.RuleClassifier(1)_zfirstHit

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.

20 Evaluation measures

Area under ROC curve
0.8414
Per class
Confusion matrix
F measure
0.4847
Per class
Kappa
0.3653
KB relative information score
485514.7151
Mean absolute error
0.1438
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4744
Per class
Predictive accuracy
0.5528
Prior entropy
2.8074
Ram hours
0.0001
Recall
0.5528
Per class
Relative absolute error
0.5873
Root mean prior squared error
0.3499
Root mean squared error
0.2782
Root relative squared error
0.795
Run CPU time
69.41