Run
528666

Run 528666

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 03-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(6)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(6)_o5
moa.HoeffdingOptionTree(6)_m33554432
moa.HoeffdingOptionTree(6)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(6)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(6)_e1000000
moa.HoeffdingOptionTree(6)_g200
moa.HoeffdingOptionTree(6)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(6)_c1.0E-7
moa.HoeffdingOptionTree(6)_w0.1
moa.HoeffdingOptionTree(6)_t0.05
moa.HoeffdingOptionTree(6)_bfalse
moa.HoeffdingOptionTree(6)_rfalse
moa.HoeffdingOptionTree(6)_pfalse
moa.HoeffdingOptionTree(6)_z2
moa.HoeffdingOptionTree(6)_lNBAdaptive
moa.HoeffdingOptionTree(6)_q0

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
0.9907
Per class
Confusion matrix
F measure
0.926
Per class
Kappa
0.9042
KB relative information score
912681.0093
Mean absolute error
0.0287
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9258
Per class
Predictive accuracy
0.9267
Prior entropy
2.8074
Recall
0.9267
Per class
Relative absolute error
0.1171
Root mean prior squared error
0.3499
Root mean squared error
0.1265
Root relative squared error
0.3615