Run
2163

Run 2163

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 24-04-2014 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
0.9925
Per class
Confusion matrix
F measure
0.907
Per class
Kappa
0.8962
KB relative information score
903923.3816
Mean absolute error
0.0229
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.908
Per class
Predictive accuracy
0.9065
Prior entropy
3.3219
Ram hours
0.0002
Recall
0.9065
Per class
Relative absolute error
0.1274
Root mean prior squared error
0.3
Root mean squared error
0.1204
Root relative squared error
0.4015
Run CPU time
1120.49