Run
178668

Run 178668

Task 7358 (Supervised Data Stream Classification) BNG(letter,1000,10) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.7773
Per class
Confusion matrix
F measure
0.2515
Per class
Kappa
0.2234
KB relative information score
281773.9317
Mean absolute error
0.0646
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.2516
Per class
Predictive accuracy
0.2533
Prior entropy
4.7004
Recall
0.2533
Per class
Relative absolute error
0.8728
Root mean prior squared error
0.1923
Root mean squared error
0.1843
Root relative squared error
0.9582