Run
2697

Run 2697

Task 2130 (Supervised Data Stream Classification) BNG(letter) Uploaded 28-04-2014 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
0.9172
Per class
Confusion matrix
F measure
0.5117
Per class
Kappa
0.4968
KB relative information score
540659.8602
Mean absolute error
0.0486
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5147
Per class
Predictive accuracy
0.5162
Prior entropy
4.7004
Ram hours
0.0004
Recall
0.5162
Per class
Relative absolute error
0.6571
Root mean prior squared error
0.1923
Root mean squared error
0.1557
Root relative squared error
0.8099
Run CPU time
777.4165