Run
178730

Run 178730

Task 7377 (Supervised Data Stream Classification) BNG(autos,5000,1) 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
0.8984
Per class
Confusion matrix
F measure
0.6882
Per class
Kappa
0.6024
KB relative information score
637568.7237
Mean absolute error
0.113
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6841
Per class
Predictive accuracy
0.6964
Prior entropy
2.8074
Recall
0.6964
Per class
Relative absolute error
0.4612
Root mean prior squared error
0.3499
Root mean squared error
0.2515
Root relative squared error
0.7188