Run
529707

Run 529707

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.9909
Per class
Confusion matrix
F measure
0.8943
Per class
Kappa
0.8843
KB relative information score
905944.3553
Mean absolute error
0.0135
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.898
Per class
Predictive accuracy
0.8943
Prior entropy
4.2479
Recall
0.8943
Per class
Relative absolute error
0.1353
Root mean prior squared error
0.2233
Root mean squared error
0.0917
Root relative squared error
0.4105