DEVELOPMENT... OpenML
Run
160737

Run 160737

Task 130 (Supervised Data Stream Classification) BNG(bridges_version1,nominal,1000000) Uploaded 14-02-2015 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.LeveragingBag_RuleClassifier(1)Moa implementation of LeveragingBag
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
moa.LeveragingBag_RuleClassifier(1)_lmoa.classifiers.rules.RuleClassifier
moa.LeveragingBag_RuleClassifier(1)_s10
moa.LeveragingBag_RuleClassifier(1)_w6.0
moa.LeveragingBag_RuleClassifier(1)_a0.002
moa.LeveragingBag_RuleClassifier(1)_ofalse
moa.LeveragingBag_RuleClassifier(1)_mLeveragingBag
moa.LeveragingBag_RuleClassifier(1)_r1

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
0.667
Per class
Confusion matrix
F measure
0.313
Per class
Kappa
0.0698
KB relative information score
250144.5783
Mean absolute error
0.2401
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.4719
Per class
Predictive accuracy
0.4494
Prior entropy
2.585
Recall
0.4494
Per class
Relative absolute error
0.8642
Root mean prior squared error
0.3727
Root mean squared error
0.3432
Root relative squared error
0.9208