Run
2120

Run 2120

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 24-04-2014 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
0.9696
Per class
Confusion matrix
F measure
0.7785
Per class
Kappa
0.7553
KB relative information score
754004.6093
Mean absolute error
0.0631
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7822
Per class
Predictive accuracy
0.7798
Prior entropy
3.3219
Ram hours
0
Recall
0.7798
Per class
Relative absolute error
0.3506
Root mean prior squared error
0.3
Root mean squared error
0.1787
Root relative squared error
0.5956
Run CPU time
28.95