Run
159143

Run 159143

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_DecisionStump(1)Moa implementation of LeveragingBag
moa.DecisionStump(1)_g1000
moa.DecisionStump(1)_bfalse
moa.DecisionStump(1)_cInfoGainSplitCriterion
moa.LeveragingBag_DecisionStump(1)_lmoa.classifiers.trees.DecisionStump
moa.LeveragingBag_DecisionStump(1)_s10
moa.LeveragingBag_DecisionStump(1)_w6.0
moa.LeveragingBag_DecisionStump(1)_a0.002
moa.LeveragingBag_DecisionStump(1)_ofalse
moa.LeveragingBag_DecisionStump(1)_mLeveragingBag
moa.LeveragingBag_DecisionStump(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
0.8165
Per class
Confusion matrix
F measure
0.4777
Per class
Kappa
0.4209
KB relative information score
487339.731
Mean absolute error
0.146
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4944
Per class
Predictive accuracy
0.5832
Prior entropy
2.8074
Recall
0.5832
Per class
Relative absolute error
0.596
Root mean prior squared error
0.3499
Root mean squared error
0.2702
Root relative squared error
0.7722