Run
529732

Run 529732

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
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

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
0.7965
Per class
Confusion matrix
F measure
0.7652
Per class
Kappa
0.4231
KB relative information score
432908.7987
Mean absolute error
0.2976
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7664
Per class
Predictive accuracy
0.777
Prior entropy
1
Recall
0.777
Per class
Relative absolute error
0.5953
Root mean prior squared error
0.5
Root mean squared error
0.4007
Root relative squared error
0.8014