Run
178350

Run 178350

Task 7366 (Supervised Data Stream Classification) BNG(audiology,1000,5) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.7688
Per class
Confusion matrix
F measure
0.3265
Per class
Kappa
0.2363
KB relative information score
410828.7322
Mean absolute error
0.0636
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.3181
Per class
Predictive accuracy
0.3671
Prior entropy
4.585
Recall
0.3671
Per class
Relative absolute error
0.7968
Root mean prior squared error
0.1998
Root mean squared error
0.1803
Root relative squared error
0.9021