DEVELOPMENT... OpenML
Run
5472

Run 5472

Task 2225 (Supervised Data Stream Classification) ionosphere Uploaded 01-05-2014 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
0.893
Per class
Confusion matrix
F measure
0.7766
Per class
Kappa
0.5489
KB relative information score
193.8106
Mean absolute error
0.2233
Mean prior absolute error
0.5
Number of instances
351
Per class
Precision
0.8204
Per class
Predictive accuracy
0.7721
Prior entropy
1
Ram hours
0
Recall
0.7721
Per class
Relative absolute error
0.4467
Root mean prior squared error
0.5
Root mean squared error
0.4606
Root relative squared error
0.9212
Run CPU time
0.0207