DEVELOPMENT... OpenML
Run
5360

Run 5360

Task 2194 (Supervised Data Stream Classification) nursery 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
0.988
Per class
Confusion matrix
F measure
0.8998
Per class
Kappa
0.8514
KB relative information score
11340.7027
Mean absolute error
0.0536
Mean prior absolute error
0.32
Number of instances
12960
Per class
Precision
0.9155
Per class
Predictive accuracy
0.8982
Prior entropy
2.3219
Ram hours
0
Recall
0.8982
Per class
Relative absolute error
0.1674
Root mean prior squared error
0.4
Root mean squared error
0.17
Root relative squared error
0.425
Run CPU time
0.1023