DEVELOPMENT... OpenML
Run
178839

Run 178839

Task 7376 (Supervised Data Stream Classification) BNG(autos,1000,10) Uploaded 23-02-2015 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
0.6542
Per class
Confusion matrix
F measure
0.3606
Per class
Kappa
0.1697
KB relative information score
318379.6296
Mean absolute error
0.1974
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.3578
Per class
Predictive accuracy
0.3808
Prior entropy
2.8074
Recall
0.3808
Per class
Relative absolute error
0.8062
Root mean prior squared error
0.3499
Root mean squared error
0.3315
Root relative squared error
0.9474