Run
502800

Run 502800

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 22-12-2015 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)_s64
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
0.9852
Per class
Confusion matrix
F measure
0.9465
Per class
Kappa
0.8825
KB relative information score
841897.7889
Mean absolute error
0.0867
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9465
Per class
Predictive accuracy
0.9467
Prior entropy
1
Recall
0.9467
Per class
Relative absolute error
0.1733
Root mean prior squared error
0.5
Root mean squared error
0.201
Root relative squared error
0.402