Run
4917

Run 4917

Task 2252 (Supervised Data Stream Classification) BNG(breast-w) Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9845
Per class
Confusion matrix
F measure
0.9699
Per class
Kappa
0.9333
KB relative information score
36463.6385
Mean absolute error
0.0391
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.9699
Per class
Predictive accuracy
0.9698
Prior entropy
1
Recall
0.9698
Per class
Relative absolute error
0.0782
Root mean prior squared error
0.5
Root mean squared error
0.1623
Root relative squared error
0.3246
Run CPU time
0.54