DEVELOPMENT... OpenML
Run
2669

Run 2669

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 28-04-2014 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
0.9732
Per class
Confusion matrix
F measure
0.9414
Per class
Kappa
0.8714
KB relative information score
841481.6385
Mean absolute error
0.0853
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9414
Per class
Predictive accuracy
0.9415
Prior entropy
1
Ram hours
0
Recall
0.9415
Per class
Relative absolute error
0.1705
Root mean prior squared error
0.5
Root mean squared error
0.2187
Root relative squared error
0.4374
Run CPU time
18.0301