DEVELOPMENT... OpenML
Run
2240

Run 2240

Task 123 (Supervised Data Stream Classification) BNG(labor,nominal,1000000) Uploaded 24-04-2014 by Jason
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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
0.9906
Per class
Confusion matrix
F measure
0.9606
Per class
Kappa
0.9139
KB relative information score
890274.2874
Mean absolute error
0.0591
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9606
Per class
Predictive accuracy
0.9607
Prior entropy
1
Ram hours
0
Recall
0.9607
Per class
Relative absolute error
0.1183
Root mean prior squared error
0.5
Root mean squared error
0.1751
Root relative squared error
0.3502
Run CPU time
19.55