Run
502187

Run 502187

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 21-12-2015 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)_s128
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
0.9993
Per class
Confusion matrix
F measure
0.9897
Per class
Kappa
0.9795
KB relative information score
971487.3655
Mean absolute error
0.0154
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9898
Per class
Predictive accuracy
0.9897
Prior entropy
1
Recall
0.9897
Per class
Relative absolute error
0.0309
Root mean prior squared error
0.5
Root mean squared error
0.0876
Root relative squared error
0.1753