Run
2493

Run 2493

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.9716
Per class
Confusion matrix
F measure
0.7531
Per class
Kappa
0.729
KB relative information score
749307.4628
Mean absolute error
0.0601
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7528
Per class
Predictive accuracy
0.7536
Prior entropy
3.4594
Ram hours
0
Recall
0.7536
Per class
Relative absolute error
0.3634
Root mean prior squared error
0.2875
Root mean squared error
0.1763
Root relative squared error
0.6134
Run CPU time
64.17