DEVELOPMENT... OpenML
Run
5217

Run 5217

Task 2209 (Supervised Data Stream Classification) soybean Uploaded 30-04-2014 by Felicia West
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.908
Per class
Confusion matrix
F measure
0.5524
Per class
Kappa
0.5451
KB relative information score
404.5302
Mean absolute error
0.0579
Mean prior absolute error
0.0997
Number of instances
683
Per class
Precision
0.5484
Per class
Predictive accuracy
0.5915
Prior entropy
4.2479
Recall
0.5915
Per class
Relative absolute error
0.5806
Root mean prior squared error
0.2233
Root mean squared error
0.1701
Root relative squared error
0.7617
Run CPU time
0.05