DEVELOPMENT... OpenML
Run
3764

Run 3764

Task 2246 (Supervised Data Stream Classification) satimage Uploaded 30-04-2014 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
0.917
Per class
Confusion matrix
F measure
0.8012
Per class
Kappa
0.7472
KB relative information score
4976.4792
Mean absolute error
0.0693
Mean prior absolute error
0.2778
Number of instances
6430
Per class
Precision
0.8175
Per class
Predictive accuracy
0.7933
Prior entropy
2.585
Ram hours
0
Recall
0.7933
Per class
Relative absolute error
0.2494
Root mean prior squared error
0.3727
Root mean squared error
0.2571
Root relative squared error
0.69
Run CPU time
0.5919