DEVELOPMENT... OpenML
Run
1947

Run 1947

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 24-04-2014 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
0.9212
Per class
Confusion matrix
F measure
0.8711
Per class
Kappa
0.7411
KB relative information score
674864.5723
Mean absolute error
0.1723
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8711
Per class
Predictive accuracy
0.8711
Prior entropy
1
Ram hours
0.0001
Recall
0.8711
Per class
Relative absolute error
0.3445
Root mean prior squared error
0.5
Root mean squared error
0.3214
Root relative squared error
0.6428
Run CPU time
42.92