DEVELOPMENT... OpenML
Run
1812

Run 1812

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 23-04-2014 by Jason
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.8856
Per class
Confusion matrix
F measure
0.6751
Per class
Kappa
0.575
KB relative information score
545796.4057
Mean absolute error
0.2042
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6754
Per class
Predictive accuracy
0.6811
Prior entropy
2
Ram hours
0
Recall
0.6811
Per class
Relative absolute error
0.5445
Root mean prior squared error
0.433
Root mean squared error
0.328
Root relative squared error
0.7574
Run CPU time
44.46