DEVELOPMENT... OpenML
Run
3569

Run 3569

Task 2172 (Supervised Data Stream Classification) labor 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
0.8122
Per class
Confusion matrix
F measure
0.6522
Per class
Kappa
0.2303
KB relative information score
23.4602
Mean absolute error
0.2947
Mean prior absolute error
0.5
Number of instances
57
Per class
Precision
0.705
Per class
Predictive accuracy
0.7018
Prior entropy
1
Ram hours
0
Recall
0.7018
Per class
Relative absolute error
0.5895
Root mean prior squared error
0.5
Root mean squared error
0.4689
Root relative squared error
0.9377
Run CPU time
0.0023