Run
1691

Run 1691

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 23-04-2014 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
0.8559
Per class
Confusion matrix
F measure
0.9158
Per class
Kappa
0.0978
KB relative information score
823223.3252
Mean absolute error
0.0959
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9159
Per class
Predictive accuracy
0.939
Prior entropy
1
Ram hours
0
Recall
0.939
Per class
Relative absolute error
0.1918
Root mean prior squared error
0.5
Root mean squared error
0.2202
Root relative squared error
0.4404
Run CPU time
13.05