Run
178694

Run 178694

Task 7360 (Supervised Data Stream Classification) BNG(letter,5000,5) 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
0.8898
Per class
Confusion matrix
F measure
0.4653
Per class
Kappa
0.4457
KB relative information score
507478.9349
Mean absolute error
0.0481
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4684
Per class
Predictive accuracy
0.4671
Prior entropy
4.7004
Recall
0.4671
Per class
Relative absolute error
0.6508
Root mean prior squared error
0.1923
Root mean squared error
0.1638
Root relative squared error
0.8517