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Run
5368

Run 5368

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 01-05-2014 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.9751
Per class
Confusion matrix
F measure
0.8355
Per class
Kappa
0.7944
KB relative information score
795254.6023
Mean absolute error
0.0753
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8446
Per class
Predictive accuracy
0.8361
Prior entropy
2.585
Ram hours
0
Recall
0.8361
Per class
Relative absolute error
0.2709
Root mean prior squared error
0.3727
Root mean squared error
0.194
Root relative squared error
0.5207
Run CPU time
18.7449