DEVELOPMENT... OpenML
Run
1486

Run 1486

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 23-04-2014 by Jason
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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
0.9992
Per class
Confusion matrix
F measure
0.9895
Per class
Kappa
0.979
KB relative information score
971412.1277
Mean absolute error
0.0154
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9895
Per class
Predictive accuracy
0.9895
Prior entropy
1
Ram hours
0.001
Recall
0.9895
Per class
Relative absolute error
0.0309
Root mean prior squared error
0.5
Root mean squared error
0.0886
Root relative squared error
0.1772
Run CPU time
122.39