DEVELOPMENT... OpenML
Run
158825

Run 158825

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 12-02-2015 by Jason
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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
0.8883
Per class
Confusion matrix
F measure
0.8001
Per class
Kappa
0.5288
KB relative information score
753923.4017
Mean absolute error
0.0917
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8104
Per class
Predictive accuracy
0.8466
Prior entropy
2.585
Recall
0.8466
Per class
Relative absolute error
0.3301
Root mean prior squared error
0.3727
Root mean squared error
0.201
Root relative squared error
0.5394