Run
2008

Run 2008

Task 121 (Supervised Data Stream Classification) BNG(anneal.ORIG,nominal,1000000) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
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.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_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
0.9458
Per class
Confusion matrix
F measure
0.8697
Per class
Kappa
0.6735
KB relative information score
848479.4771
Mean absolute error
0.0592
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8689
Per class
Predictive accuracy
0.872
Prior entropy
2.585
Ram hours
0.0006
Recall
0.872
Per class
Relative absolute error
0.213
Root mean prior squared error
0.3727
Root mean squared error
0.1729
Root relative squared error
0.4639
Run CPU time
141.92