Run
1726

Run 1726

Task 129 (Supervised Data Stream Classification) BNG(mfeat-karhunen,nominal,1000000) Uploaded 23-04-2014 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
0.9942
Per class
Confusion matrix
F measure
0.9291
Per class
Kappa
0.9213
KB relative information score
927825.6568
Mean absolute error
0.0172
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9293
Per class
Predictive accuracy
0.9292
Prior entropy
3.3219
Ram hours
0
Recall
0.9292
Per class
Relative absolute error
0.0955
Root mean prior squared error
0.3
Root mean squared error
0.1052
Root relative squared error
0.3505
Run CPU time
145.98