Run
3269

Run 3269

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 30-04-2014 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
0.7913
Per class
Confusion matrix
F measure
0.764
Per class
Kappa
0.4207
KB relative information score
428162.2081
Mean absolute error
0.3
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7647
Per class
Predictive accuracy
0.7754
Prior entropy
1
Ram hours
0
Recall
0.7754
Per class
Relative absolute error
0.5999
Root mean prior squared error
0.5
Root mean squared error
0.4029
Root relative squared error
0.8057
Run CPU time
26.1807