Run
5406

Run 5406

Task 2158 (Supervised Data Stream Classification) BNG(cylinder-bands) Uploaded 01-05-2014 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
0.7352
Per class
Confusion matrix
F measure
0.738
Per class
Kappa
0.4676
KB relative information score
370842.0004
Mean absolute error
0.3262
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7421
Per class
Predictive accuracy
0.7367
Prior entropy
1
Ram hours
0.0007
Recall
0.7367
Per class
Relative absolute error
0.6525
Root mean prior squared error
0.5
Root mean squared error
0.4743
Root relative squared error
0.9486
Run CPU time
199.2894