Run
502127

Run 502127

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 20-12-2015 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(4)Moa implementation of OzaBag
moa.OzaBag_HoeffdingTree(4)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(4)_s8
moa.OzaBag_HoeffdingTree(4)_r1
moa.HoeffdingTree(4)_m33554432
moa.HoeffdingTree(4)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(4)_dNominalAttributeClassObserver
moa.HoeffdingTree(4)_e1000000
moa.HoeffdingTree(4)_g200
moa.HoeffdingTree(4)_sInfoGainSplitCriterion
moa.HoeffdingTree(4)_c1.0E-7
moa.HoeffdingTree(4)_t0.05
moa.HoeffdingTree(4)_bfalse
moa.HoeffdingTree(4)_zfalse
moa.HoeffdingTree(4)_rfalse
moa.HoeffdingTree(4)_pfalse
moa.HoeffdingTree(4)_lNBAdaptive
moa.HoeffdingTree(4)_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
0.9926
Per class
Confusion matrix
F measure
0.9045
Per class
Kappa
0.8955
KB relative information score
912088.221
Mean absolute error
0.0139
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9082
Per class
Predictive accuracy
0.9045
Prior entropy
4.2479
Recall
0.9045
Per class
Relative absolute error
0.1396
Root mean prior squared error
0.2233
Root mean squared error
0.0861
Root relative squared error
0.3855