Run
5152

Run 5152

Task 2173 (Supervised Data Stream Classification) arrhythmia Uploaded 30-04-2014 by Joaquin Vanschoren
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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
0.609
Per class
Confusion matrix
F measure
0.5019
Per class
Kappa
0.2239
KB relative information score
234.3309
Mean absolute error
0.0634
Mean prior absolute error
0.1172
Number of instances
452
Per class
Precision
0.4983
Per class
Predictive accuracy
0.5465
Prior entropy
4
Recall
0.5465
Per class
Relative absolute error
0.5408
Root mean prior squared error
0.2421
Root mean squared error
0.2318
Root relative squared error
0.9578
Run CPU time
0.57