DEVELOPMENT... OpenML
Run
4267

Run 4267

Task 2209 (Supervised Data Stream Classification) soybean Uploaded 30-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9767
Per class
Confusion matrix
F measure
0.8942
Per class
Kappa
0.886
KB relative information score
611.5304
Mean absolute error
0.0132
Mean prior absolute error
0.0997
Number of instances
683
Per class
Precision
0.9052
Per class
Predictive accuracy
0.896
Prior entropy
4.2479
Ram hours
0
Recall
0.896
Per class
Relative absolute error
0.1325
Root mean prior squared error
0.2233
Root mean squared error
0.0975
Root relative squared error
0.4368
Run CPU time
0.0523