DEVELOPMENT... OpenML
Run
5297

Run 5297

Task 2198 (Supervised Data Stream Classification) page-blocks 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
0.9476
Per class
Confusion matrix
F measure
0.933
Per class
Kappa
0.66
KB relative information score
5009.9967
Mean absolute error
0.0307
Mean prior absolute error
0.32
Number of instances
5473
Per class
Precision
0.9429
Per class
Predictive accuracy
0.9267
Prior entropy
2.3219
Ram hours
0
Recall
0.9267
Per class
Relative absolute error
0.096
Root mean prior squared error
0.4
Root mean squared error
0.1652
Root relative squared error
0.4129
Run CPU time
0.13