Run
1831107

Run 1831107

Task 7311 (Supervised Data Stream Classification) Stagger2 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
0.9997
Per class
Confusion matrix
F measure
0.9917
Per class
Kappa
0.9833
KB relative information score
978785.4153
Mean absolute error
0.0109
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9919
Per class
Predictive accuracy
0.9917
Prior entropy
1
Recall
0.9917
Per class
Relative absolute error
0.0219
Root mean prior squared error
0.5
Root mean squared error
0.0741
Root relative squared error
0.1482