Run
1520

Run 1520

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.967
Per class
Confusion matrix
F measure
0.9027
Per class
Kappa
0.8183
KB relative information score
855387.1427
Mean absolute error
0.0693
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9027
Per class
Predictive accuracy
0.9031
Prior entropy
2
Ram hours
0
Recall
0.9031
Per class
Relative absolute error
0.1847
Root mean prior squared error
0.433
Root mean squared error
0.1919
Root relative squared error
0.4432
Run CPU time
38.47