Run
4628

Run 4628

Task 2252 (Supervised Data Stream Classification) BNG(breast-w) Uploaded 30-04-2014 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
0.9797
Per class
Confusion matrix
F measure
0.9489
Per class
Kappa
0.8873
KB relative information score
33808.4562
Mean absolute error
0.0756
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.9495
Per class
Predictive accuracy
0.9487
Prior entropy
1
Ram hours
0
Recall
0.9487
Per class
Relative absolute error
0.1512
Root mean prior squared error
0.5
Root mean squared error
0.2035
Root relative squared error
0.407
Run CPU time
0.61