Run
1990

Run 1990

Task 130 (Supervised Data Stream Classification) BNG(bridges_version1,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
0.911
Per class
Confusion matrix
F measure
0.6977
Per class
Kappa
0.6072
KB relative information score
656173.804
Mean absolute error
0.1168
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.6918
Per class
Predictive accuracy
0.7118
Prior entropy
2.585
Ram hours
0.0002
Recall
0.7118
Per class
Relative absolute error
0.4205
Root mean prior squared error
0.3727
Root mean squared error
0.2613
Root relative squared error
0.7011
Run CPU time
40.44