Run
2710

Run 2710

Task 2129 (Supervised Data Stream Classification) BNG(labor) Uploaded 28-04-2014 by Jan van Rijn
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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
0.9842
Per class
Confusion matrix
F measure
0.9462
Per class
Kappa
0.882
KB relative information score
842076.505
Mean absolute error
0.0864
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9463
Per class
Predictive accuracy
0.9464
Prior entropy
1
Ram hours
0.0002
Recall
0.9464
Per class
Relative absolute error
0.1728
Root mean prior squared error
0.5
Root mean squared error
0.2023
Root relative squared error
0.4046
Run CPU time
50.6037