Run
178857

Run 178857

Task 7356 (Supervised Data Stream Classification) BNG(letter,1000,1) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(1)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(1)_o5
moa.HoeffdingOptionTree(1)_m33554432
moa.HoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(1)_e1000000
moa.HoeffdingOptionTree(1)_g200
moa.HoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(1)_c1.0E-7
moa.HoeffdingOptionTree(1)_w0.1
moa.HoeffdingOptionTree(1)_t0.05
moa.HoeffdingOptionTree(1)_bfalse
moa.HoeffdingOptionTree(1)_rfalse
moa.HoeffdingOptionTree(1)_pfalse
moa.HoeffdingOptionTree(1)_z2
moa.HoeffdingOptionTree(1)_lNBAdaptive
moa.HoeffdingOptionTree(1)_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
0.8932
Per class
Confusion matrix
F measure
0.4715
Per class
Kappa
0.4522
KB relative information score
512518.3778
Mean absolute error
0.0478
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4745
Per class
Predictive accuracy
0.4732
Prior entropy
4.7004
Recall
0.4732
Per class
Relative absolute error
0.6469
Root mean prior squared error
0.1923
Root mean squared error
0.1629
Root relative squared error
0.8469