Run
4680

Run 4680

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

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.9772
Per class
Confusion matrix
F measure
0.8933
Per class
Kappa
0.8845
KB relative information score
612.1173
Mean absolute error
0.013
Mean prior absolute error
0.0997
Number of instances
683
Per class
Precision
0.9039
Per class
Predictive accuracy
0.8946
Prior entropy
4.2479
Recall
0.8946
Per class
Relative absolute error
0.1308
Root mean prior squared error
0.2233
Root mean squared error
0.0981
Root relative squared error
0.4391
Run CPU time
0.46