Run
2497

Run 2497

Task 181 (Supervised Data Stream Classification) BNG(hepatitis,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
0.8481
Per class
Confusion matrix
F measure
0.8358
Per class
Kappa
0.4932
KB relative information score
583652.8269
Mean absolute error
0.2202
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8334
Per class
Predictive accuracy
0.8395
Prior entropy
1
Ram hours
0
Recall
0.8395
Per class
Relative absolute error
0.4404
Root mean prior squared error
0.5
Root mean squared error
0.335
Root relative squared error
0.6701
Run CPU time
63.42