Run
529844

Run 529844

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(3)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(3)_m33554432
moa.ASHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(3)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(3)_e1000000
moa.ASHoeffdingTree(3)_g200
moa.ASHoeffdingTree(3)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(3)_c1.0E-7
moa.ASHoeffdingTree(3)_t0.05
moa.ASHoeffdingTree(3)_bfalse
moa.ASHoeffdingTree(3)_zfalse
moa.ASHoeffdingTree(3)_rfalse
moa.ASHoeffdingTree(3)_pfalse
moa.ASHoeffdingTree(3)_lNBAdaptive
moa.ASHoeffdingTree(3)_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
0.9916
Per class
Confusion matrix
F measure
0.9218
Per class
Kappa
0.8969
KB relative information score
910298.905
Mean absolute error
0.0289
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9233
Per class
Predictive accuracy
0.9209
Prior entropy
2.8074
Recall
0.9209
Per class
Relative absolute error
0.1178
Root mean prior squared error
0.3499
Root mean squared error
0.1298
Root relative squared error
0.371