Run
1714

Run 1714

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
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.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_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
0.9904
Per class
Confusion matrix
F measure
0.8932
Per class
Kappa
0.8814
KB relative information score
883810.2028
Mean absolute error
0.0296
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8935
Per class
Predictive accuracy
0.8933
Prior entropy
3.3219
Ram hours
0.0003
Recall
0.8933
Per class
Relative absolute error
0.1643
Root mean prior squared error
0.3
Root mean squared error
0.1248
Root relative squared error
0.4161
Run CPU time
181.47