Run
154940

Run 154940

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.8614
Per class
Confusion matrix
F measure
0.8093
Per class
Kappa
0.6168
KB relative information score
539830.7195
Mean absolute error
0.2407
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8093
Per class
Predictive accuracy
0.8095
Prior entropy
1
Recall
0.8095
Per class
Relative absolute error
0.4814
Root mean prior squared error
0.5
Root mean squared error
0.3847
Root relative squared error
0.7694