Run
2319

Run 2319

Task 176 (Supervised Data Stream Classification) BNG(heart-c,nominal,1000000) Uploaded 24-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.945
Per class
Confusion matrix
F measure
0.8729
Per class
Kappa
0.7473
KB relative information score
835922.9072
Mean absolute error
0.0708
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8723
Per class
Predictive accuracy
0.8738
Prior entropy
2.3219
Ram hours
0
Recall
0.8738
Per class
Relative absolute error
0.2212
Root mean prior squared error
0.4
Root mean squared error
0.1924
Root relative squared error
0.4809
Run CPU time
20.16