Run
179317

Run 179317

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 24-02-2015 by Jan van Rijn
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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
0.656
Per class
Confusion matrix
F measure
0.5869
Per class
Kappa
0.1783
KB relative information score
182243.8197
Mean absolute error
0.417
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7146
Per class
Predictive accuracy
0.6612
Prior entropy
1
Recall
0.6612
Per class
Relative absolute error
0.834
Root mean prior squared error
0.5
Root mean squared error
0.4557
Root relative squared error
0.9114