Run
2612

Run 2612

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 25-04-2014 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
0.9475
Per class
Confusion matrix
F measure
0.885
Per class
Kappa
0.7677
KB relative information score
682922.4693
Mean absolute error
0.17
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8857
Per class
Predictive accuracy
0.8849
Prior entropy
1
Ram hours
0.0006
Recall
0.8849
Per class
Relative absolute error
0.34
Root mean prior squared error
0.5
Root mean squared error
0.2932
Root relative squared error
0.5863
Run CPU time
101.64