Run
154972

Run 154972

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 10-02-2015 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
0.8141
Per class
Confusion matrix
F measure
0.7751
Per class
Kappa
0.4505
KB relative information score
442919.2898
Mean absolute error
0.293
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7747
Per class
Predictive accuracy
0.7838
Prior entropy
1
Recall
0.7838
Per class
Relative absolute error
0.5859
Root mean prior squared error
0.5
Root mean squared error
0.391
Root relative squared error
0.7819