Run
3161

Run 3161

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 30-04-2014 by Jan van Rijn
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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
0.9358
Per class
Confusion matrix
F measure
0.8806
Per class
Kappa
0.758
KB relative information score
684380.7409
Mean absolute error
0.1681
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8806
Per class
Predictive accuracy
0.8807
Prior entropy
1
Ram hours
0
Recall
0.8807
Per class
Relative absolute error
0.3361
Root mean prior squared error
0.5
Root mean squared error
0.3048
Root relative squared error
0.6095
Run CPU time
47.28