Run
3290

Run 3290

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 30-04-2014 by Jan van Rijn
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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
0.9824
Per class
Confusion matrix
F measure
0.8772
Per class
Kappa
0.8452
KB relative information score
853683.5227
Mean absolute error
0.0482
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8775
Per class
Predictive accuracy
0.882
Prior entropy
2.8074
Ram hours
0
Recall
0.882
Per class
Relative absolute error
0.1968
Root mean prior squared error
0.3499
Root mean squared error
0.1585
Root relative squared error
0.453
Run CPU time
16.3057