Run
525048

Run 525048

Task 182 (Supervised Data Stream Classification) BNG(vote) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.LeveragingBag_HoeffdingTree(2)Moa implementation of LeveragingBag
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_q0
moa.LeveragingBag_HoeffdingTree(2)_lmoa.classifiers.trees.HoeffdingTree
moa.LeveragingBag_HoeffdingTree(2)_s32
moa.LeveragingBag_HoeffdingTree(2)_w6.0
moa.LeveragingBag_HoeffdingTree(2)_a0.002
moa.LeveragingBag_HoeffdingTree(2)_ofalse
moa.LeveragingBag_HoeffdingTree(2)_mLeveragingBag
moa.LeveragingBag_HoeffdingTree(2)_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
0.9945
Per class
Confusion matrix
F measure
0.9698
Per class
Kappa
0.9363
KB relative information score
119465.8342
Mean absolute error
0.0484
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9698
Per class
Predictive accuracy
0.9698
Prior entropy
1
Recall
0.9698
Per class
Relative absolute error
0.0967
Root mean prior squared error
0.5
Root mean squared error
0.1537
Root relative squared error
0.3074