DEVELOPMENT... OpenML
Run
177559

Run 177559

Task 7391 (Supervised Data Stream Classification) BNG(lymph,10000,10) Uploaded 23-02-2015 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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
0.8772
Per class
Confusion matrix
F measure
0.7718
Per class
Kappa
0.5754
KB relative information score
686814.5115
Mean absolute error
0.1443
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7691
Per class
Predictive accuracy
0.7773
Prior entropy
2
Recall
0.7773
Per class
Relative absolute error
0.3848
Root mean prior squared error
0.433
Root mean squared error
0.2851
Root relative squared error
0.6583