Run
179080

Run 179080

Task 7368 (Supervised Data Stream Classification) BNG(audiology,5000,1) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.963
Per class
Confusion matrix
F measure
0.7643
Per class
Kappa
0.7366
KB relative information score
785814.0367
Mean absolute error
0.0245
Mean prior absolute error
0.0799
Number of instances
1000000
Per class
Precision
0.7653
Per class
Predictive accuracy
0.7732
Prior entropy
4.585
Recall
0.7732
Per class
Relative absolute error
0.3072
Root mean prior squared error
0.1998
Root mean squared error
0.12
Root relative squared error
0.6004