Run
2916

Run 2916

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 29-04-2014 by Jan van Rijn
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
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.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_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
0.8067
Per class
Confusion matrix
F measure
0.7577
Per class
Kappa
0.4443
KB relative information score
417210.1352
Mean absolute error
0.3051
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7661
Per class
Predictive accuracy
0.7709
Prior entropy
1
Ram hours
0.2808
Recall
0.7709
Per class
Relative absolute error
0.6102
Root mean prior squared error
0.5
Root mean squared error
0.4026
Root relative squared error
0.8052
Run CPU time
1406.09