Run
1831106

Run 1831106

Task 7310 (Supervised Data Stream Classification) Stagger1 Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(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
0.9999
Per class
Confusion matrix
F measure
0.9977
Per class
Kappa
0.9882
KB relative information score
993880.5901
Mean absolute error
0.0032
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9977
Per class
Predictive accuracy
0.9977
Prior entropy
1
Recall
0.9977
Per class
Relative absolute error
0.0063
Root mean prior squared error
0.5
Root mean squared error
0.0396
Root relative squared error
0.0792