DEVELOPMENT... OpenML
Run
1844

Run 1844

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 23-04-2014 by Jason
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_HoeffdingTree(1)_s10

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
0.6656
Per class
Confusion matrix
F measure
0.6091
Per class
Kappa
0.1861
KB relative information score
132114.8245
Mean absolute error
0.4399
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6401
Per class
Predictive accuracy
0.6482
Prior entropy
1
Ram hours
0.0028
Recall
0.6482
Per class
Relative absolute error
0.8798
Root mean prior squared error
0.5
Root mean squared error
0.4616
Root relative squared error
0.9232
Run CPU time
415.51