Run
528636

Run 528636

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 03-03-2016 by Joaquin Vanschoren
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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
0.6613
Per class
Confusion matrix
F measure
0.5901
Per class
Kappa
0.183
KB relative information score
192665.8081
Mean absolute error
0.4111
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7149
Per class
Predictive accuracy
0.6627
Prior entropy
1
Recall
0.6627
Per class
Relative absolute error
0.8223
Root mean prior squared error
0.5
Root mean squared error
0.4538
Root relative squared error
0.9077