Run
178579

Run 178579

Task 7340 (Supervised Data Stream Classification) BNG(anneal.ORIG,1000,10) Uploaded 23-02-2015 by Jan van Rijn
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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.

18 Evaluation measures

Area under ROC curve
0.8428
Per class
Confusion matrix
F measure
0.7772
Per class
Kappa
0.4039
KB relative information score
676066.7484
Mean absolute error
0.1274
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7746
Per class
Predictive accuracy
0.8046
Prior entropy
2.585
Recall
0.8046
Per class
Relative absolute error
0.4585
Root mean prior squared error
0.3727
Root mean squared error
0.2286
Root relative squared error
0.6134