Run
4494

Run 4494

Task 2183 (Supervised Data Stream Classification) 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
0.9742
Per class
Confusion matrix
F measure
0.9616
Per class
Kappa
0.9154
KB relative information score
643.4518
Mean absolute error
0.0399
Mean prior absolute error
0.5
Number of instances
699
Per class
Precision
0.9623
Per class
Predictive accuracy
0.9614
Prior entropy
1
Recall
0.9614
Per class
Relative absolute error
0.0798
Root mean prior squared error
0.5
Root mean squared error
0.1971
Root relative squared error
0.3942
Run CPU time
0.02