Run
179048

Run 179048

Task 7365 (Supervised Data Stream Classification) BNG(audiology,1000,1) 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
0.8626
Per class
Confusion matrix
F measure
0.4502
Per class
Kappa
0.384
KB relative information score
521106.269
Mean absolute error
0.0544
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.4436
Per class
Predictive accuracy
0.4777
Prior entropy
4.585
Recall
0.4777
Per class
Relative absolute error
0.6813
Root mean prior squared error
0.1998
Root mean squared error
0.1668
Root relative squared error
0.8348