DEVELOPMENT... OpenML
Run
4815

Run 4815

Task 2175 (Supervised Data Stream Classification) audiology Uploaded 30-04-2014 by Felicia West
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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
0.5925
Per class
Confusion matrix
F measure
0.1814
Per class
Kappa
0.0832
KB relative information score
83.8204
Mean absolute error
0.067
Mean prior absolute error
0.0799
Number of instances
226
Per class
Precision
0.1863
Per class
Predictive accuracy
0.2611
Prior entropy
4.585
Recall
0.2611
Per class
Relative absolute error
0.8389
Root mean prior squared error
0.1998
Root mean squared error
0.1892
Root relative squared error
0.9469
Run CPU time
0.02