Run
159153

Run 159153

Task 7281 (Supervised Data Stream Classification) BNG(Australian) 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
0.8475
Per class
Confusion matrix
F measure
0.8392
Per class
Kappa
0.6779
KB relative information score
517365.8987
Mean absolute error
0.2612
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8523
Per class
Predictive accuracy
0.8384
Prior entropy
1
Recall
0.8384
Per class
Relative absolute error
0.5225
Root mean prior squared error
0.5
Root mean squared error
0.359
Root relative squared error
0.7181