DEVELOPMENT... OpenML
Run
3426

Run 3426

Task 2175 (Supervised Data Stream Classification) audiology Uploaded 30-04-2014 by Jason
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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
0.8185
Per class
Confusion matrix
F measure
0.4513
Per class
Kappa
0.3528
KB relative information score
113.3947
Mean absolute error
0.051
Mean prior absolute error
0.0799
Number of instances
226
Per class
Precision
0.5881
Per class
Predictive accuracy
0.4248
Prior entropy
4.585
Ram hours
0
Recall
0.4248
Per class
Relative absolute error
0.6382
Root mean prior squared error
0.1998
Root mean squared error
0.1828
Root relative squared error
0.915
Run CPU time
0.03