Run
1950

Run 1950

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,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
0.9518
Per class
Confusion matrix
F measure
0.8875
Per class
Kappa
0.7721
KB relative information score
698245.6048
Mean absolute error
0.1606
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8875
Per class
Predictive accuracy
0.8876
Prior entropy
1
Ram hours
0
Recall
0.8876
Per class
Relative absolute error
0.3212
Root mean prior squared error
0.5
Root mean squared error
0.2891
Root relative squared error
0.5782
Run CPU time
12.86