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Run 2161

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 24-04-2014 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
0.8315
Per class
Confusion matrix
F measure
0.366
Per class
Kappa
0.3062
KB relative information score
373386.3571
Mean absolute error
0.1411
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.3702
Per class
Predictive accuracy
0.3756
Prior entropy
3.3219
Ram hours
0
Recall
0.3756
Per class
Relative absolute error
0.7838
Root mean prior squared error
0.3
Root mean squared error
0.2701
Root relative squared error
0.9003
Run CPU time
21.08