Run
4997

Run 4997

Task 2252 (Supervised Data Stream Classification) BNG(breast-w) 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
0.9849
Per class
Confusion matrix
F measure
0.9711
Per class
Kappa
0.9362
KB relative information score
36508.6895
Mean absolute error
0.0387
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.9713
Per class
Predictive accuracy
0.971
Prior entropy
1
Recall
0.971
Per class
Relative absolute error
0.0774
Root mean prior squared error
0.5
Root mean squared error
0.1604
Root relative squared error
0.3207
Run CPU time
1.31