Run
4429

Run 4429

Task 2216 (Supervised Data Stream Classification) heart-c Uploaded 30-04-2014 by Joaquin Vanschoren
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.8688
Per class
Confusion matrix
F measure
0.8311
Per class
Kappa
0.6589
KB relative information score
241.4348
Mean absolute error
0.0786
Mean prior absolute error
0.32
Number of instances
303
Per class
Precision
0.832
Per class
Predictive accuracy
0.8317
Prior entropy
2.3219
Recall
0.8317
Per class
Relative absolute error
0.2456
Root mean prior squared error
0.4
Root mean squared error
0.2432
Root relative squared error
0.6079
Run CPU time
0.02