DEVELOPMENT... OpenML
Run
178442

Run 178442

Task 7363 (Supervised Data Stream Classification) BNG(letter,10000,5) 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
0.9031
Per class
Confusion matrix
F measure
0.4854
Per class
Kappa
0.4669
KB relative information score
528456.3242
Mean absolute error
0.0465
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.4874
Per class
Predictive accuracy
0.4874
Prior entropy
4.7004
Recall
0.4874
Per class
Relative absolute error
0.6292
Root mean prior squared error
0.1923
Root mean squared error
0.1609
Root relative squared error
0.8369