DEVELOPMENT... OpenML
Run
177643

Run 177643

Task 7386 (Supervised Data Stream Classification) BNG(lymph,5000,1) Uploaded 23-02-2015 by Jason
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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
0.951
Per class
Confusion matrix
F measure
0.8905
Per class
Kappa
0.7992
KB relative information score
822158.2693
Mean absolute error
0.0861
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8901
Per class
Predictive accuracy
0.8937
Prior entropy
2
Recall
0.8937
Per class
Relative absolute error
0.2297
Root mean prior squared error
0.433
Root mean squared error
0.21
Root relative squared error
0.485