DEVELOPMENT... OpenML
Run
1679

Run 1679

Task 175 (Supervised Data Stream Classification) BNG(spambase) 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
0.6569
Per class
Confusion matrix
F measure
0.5887
Per class
Kappa
0.179
KB relative information score
190018.0578
Mean absolute error
0.4123
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7069
Per class
Predictive accuracy
0.6606
Prior entropy
1
Ram hours
0.0008
Recall
0.6606
Per class
Relative absolute error
0.8245
Root mean prior squared error
0.5
Root mean squared error
0.4556
Root relative squared error
0.9113
Run CPU time
1081.25