DEVELOPMENT... OpenML
Run
3735

Run 3735

Task 2173 (Supervised Data Stream Classification) arrhythmia Uploaded 30-04-2014 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
0.6534
Per class
Confusion matrix
F measure
0.5335
Per class
Kappa
0.2764
KB relative information score
262.7549
Mean absolute error
0.0633
Mean prior absolute error
0.1172
Number of instances
452
Per class
Precision
0.5276
Per class
Predictive accuracy
0.5973
Prior entropy
4
Ram hours
0
Recall
0.5973
Per class
Relative absolute error
0.5397
Root mean prior squared error
0.2421
Root mean squared error
0.2011
Root relative squared error
0.8307
Run CPU time
1.6219