Run
159140

Run 159140

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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
0.6937
Per class
Confusion matrix
F measure
0.4384
Per class
Kappa
0.3276
KB relative information score
249183.2161
Mean absolute error
0.3751
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.5614
Per class
Predictive accuracy
0.55
Prior entropy
1.585
Recall
0.55
Per class
Relative absolute error
0.844
Root mean prior squared error
0.4714
Root mean squared error
0.4337
Root relative squared error
0.92