DEVELOPMENT... OpenML
Run
177638

Run 177638

Task 7384 (Supervised Data Stream Classification) BNG(lymph,1000,5) 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
0.7403
Per class
Confusion matrix
F measure
0.6478
Per class
Kappa
0.3396
KB relative information score
537449.6454
Mean absolute error
0.2146
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6472
Per class
Predictive accuracy
0.6635
Prior entropy
2
Recall
0.6635
Per class
Relative absolute error
0.5723
Root mean prior squared error
0.433
Root mean squared error
0.336
Root relative squared error
0.776