Run
2759

Run 2759

Task 2131 (Supervised Data Stream Classification) BNG(autos) Uploaded 28-04-2014 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
0.8974
Per class
Confusion matrix
F measure
0.6698
Per class
Kappa
0.5773
KB relative information score
621131.3881
Mean absolute error
0.1208
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6672
Per class
Predictive accuracy
0.6751
Prior entropy
2.8074
Ram hours
0.0019
Recall
0.6751
Per class
Relative absolute error
0.4934
Root mean prior squared error
0.3499
Root mean squared error
0.2527
Root relative squared error
0.7223
Run CPU time
230.407