DEVELOPMENT... OpenML
Run
160464

Run 160464

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 14-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9898
Per class
Confusion matrix
F measure
0.9492
Per class
Kappa
0.8848
KB relative information score
868412.1308
Mean absolute error
0.0692
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9492
Per class
Predictive accuracy
0.9492
Prior entropy
1
Recall
0.9492
Per class
Relative absolute error
0.1384
Root mean prior squared error
0.5
Root mean squared error
0.1891
Root relative squared error
0.3782