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Run
179046

Run 179046

Task 7343 (Supervised Data Stream Classification) BNG(anneal.ORIG,5000,10) Uploaded 23-02-2015 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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
0.89
Per class
Confusion matrix
F measure
0.8441
Per class
Kappa
0.6034
KB relative information score
804972.7946
Mean absolute error
0.0708
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8412
Per class
Predictive accuracy
0.8513
Prior entropy
2.585
Recall
0.8513
Per class
Relative absolute error
0.2547
Root mean prior squared error
0.3727
Root mean squared error
0.2012
Root relative squared error
0.54