Run
1516

Run 1516

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.9637
Per class
Confusion matrix
F measure
0.7155
Per class
Kappa
0.6878
KB relative information score
710370.8091
Mean absolute error
0.0677
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.7155
Per class
Predictive accuracy
0.7162
Prior entropy
3.4594
Ram hours
0
Recall
0.7162
Per class
Relative absolute error
0.4093
Root mean prior squared error
0.2875
Root mean squared error
0.1872
Root relative squared error
0.6511
Run CPU time
41.6