Run
5440

Run 5440

Task 2173 (Supervised Data Stream Classification) arrhythmia Uploaded 01-05-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.4645
Per class
Confusion matrix
F measure
0.378
Per class
Kappa
-0.0079
KB relative information score
205.882
Mean absolute error
0.0832
Mean prior absolute error
0.1172
Number of instances
452
Per class
Precision
0.2921
Per class
Predictive accuracy
0.5354
Prior entropy
4
Ram hours
0
Recall
0.5354
Per class
Relative absolute error
0.7101
Root mean prior squared error
0.2421
Root mean squared error
0.2089
Root relative squared error
0.8632
Run CPU time
0.0523