Run
5113

Run 5113

Task 2173 (Supervised Data Stream Classification) arrhythmia Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.646
Per class
Confusion matrix
F measure
0.5333
Per class
Kappa
0.2762
KB relative information score
263.4186
Mean absolute error
0.0626
Mean prior absolute error
0.1172
Number of instances
452
Per class
Precision
0.5375
Per class
Predictive accuracy
0.5973
Prior entropy
4
Ram hours
0
Recall
0.5973
Per class
Relative absolute error
0.5338
Root mean prior squared error
0.2421
Root mean squared error
0.2018
Root relative squared error
0.8335
Run CPU time
3.75