Run
178762

Run 178762

Task 7375 (Supervised Data Stream Classification) BNG(autos,1000,5) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
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.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_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.

18 Evaluation measures

Area under ROC curve
0.6058
Per class
Confusion matrix
F measure
0.3682
Per class
Kappa
0.181
KB relative information score
239548.9955
Mean absolute error
0.2145
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4569
Per class
Predictive accuracy
0.3119
Prior entropy
2.8074
Recall
0.3119
Per class
Relative absolute error
0.8759
Root mean prior squared error
0.3499
Root mean squared error
0.4026
Root relative squared error
1.1504