Run
528670

Run 528670

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) 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
0.9686
Per class
Confusion matrix
F measure
0.8203
Per class
Kappa
0.8008
KB relative information score
812914.6739
Mean absolute error
0.0428
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8205
Per class
Predictive accuracy
0.8207
Prior entropy
3.3219
Recall
0.8207
Per class
Relative absolute error
0.2379
Root mean prior squared error
0.3
Root mean squared error
0.1671
Root relative squared error
0.5569