DEVELOPMENT... OpenML
Run
2412

Run 2412

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 24-04-2014 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
0.944
Per class
Confusion matrix
F measure
0.8938
Per class
Kappa
0.7714
KB relative information score
717451.331
Mean absolute error
0.1512
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8938
Per class
Predictive accuracy
0.8943
Prior entropy
1
Ram hours
0
Recall
0.8943
Per class
Relative absolute error
0.3023
Root mean prior squared error
0.5
Root mean squared error
0.2865
Root relative squared error
0.573
Run CPU time
38.96