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Run
3147

Run 3147

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 30-04-2014 by Jason
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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
0.9967
Per class
Confusion matrix
F measure
0.9731
Per class
Kappa
0.9664
KB relative information score
966908.9745
Mean absolute error
0.0123
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9731
Per class
Predictive accuracy
0.9732
Prior entropy
2.585
Ram hours
0
Recall
0.9732
Per class
Relative absolute error
0.0442
Root mean prior squared error
0.3727
Root mean squared error
0.0844
Root relative squared error
0.2266
Run CPU time
45.9071