DEVELOPMENT... OpenML
Run
5432

Run 5432

Task 2188 (Supervised Data Stream Classification) mfeat-pixel 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
0.986
Per class
Confusion matrix
F measure
0.9485
Per class
Kappa
0.9428
KB relative information score
1892.2834
Mean absolute error
0.0105
Mean prior absolute error
0.18
Number of instances
2000
Per class
Precision
0.951
Per class
Predictive accuracy
0.9485
Prior entropy
3.3219
Ram hours
0
Recall
0.9485
Per class
Relative absolute error
0.0582
Root mean prior squared error
0.3
Root mean squared error
0.0999
Root relative squared error
0.3329
Run CPU time
0.3696