Run
178724

Run 178724

Task 7367 (Supervised Data Stream Classification) BNG(audiology,1000,10) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.8428
Per class
Confusion matrix
F measure
0.4585
Per class
Kappa
0.384
KB relative information score
506839.7915
Mean absolute error
0.0523
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.4557
Per class
Predictive accuracy
0.4794
Prior entropy
4.585
Recall
0.4794
Per class
Relative absolute error
0.6546
Root mean prior squared error
0.1998
Root mean squared error
0.1701
Root relative squared error
0.851