DEVELOPMENT... OpenML
Run
1449

Run 1449

Task 162 (Supervised Data Stream Classification) BNG(colic,nominal,1000000) Uploaded 23-04-2014 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
0.9457
Per class
Confusion matrix
F measure
0.8946
Per class
Kappa
0.7732
KB relative information score
719490.4033
Mean absolute error
0.1501
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8945
Per class
Predictive accuracy
0.895
Prior entropy
1
Ram hours
0
Recall
0.895
Per class
Relative absolute error
0.3002
Root mean prior squared error
0.5
Root mean squared error
0.2845
Root relative squared error
0.569
Run CPU time
19.25