Run
1652

Run 1652

Task 172 (Supervised Data Stream Classification) BNG(sonar,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
0.9201
Per class
Confusion matrix
F measure
0.8699
Per class
Kappa
0.7387
KB relative information score
671941.1586
Mean absolute error
0.1736
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8699
Per class
Predictive accuracy
0.87
Prior entropy
1
Ram hours
0.0001
Recall
0.87
Per class
Relative absolute error
0.3472
Root mean prior squared error
0.5
Root mean squared error
0.3232
Root relative squared error
0.6463
Run CPU time
71.82