DEVELOPMENT... OpenML
Run
1701

Run 1701

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 23-04-2014 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
0.8836
Per class
Confusion matrix
F measure
0.6725
Per class
Kappa
0.5714
KB relative information score
545900.3772
Mean absolute error
0.2042
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6724
Per class
Predictive accuracy
0.6784
Prior entropy
2
Ram hours
0
Recall
0.6784
Per class
Relative absolute error
0.5446
Root mean prior squared error
0.433
Root mean squared error
0.3297
Root relative squared error
0.7615
Run CPU time
19.43