DEVELOPMENT... OpenML
Run
2986

Run 2986

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) Uploaded 29-04-2014 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.8083
Per class
Confusion matrix
F measure
0.5593
Per class
Kappa
0.4308
KB relative information score
485120.9031
Mean absolute error
0.1736
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.56
Per class
Predictive accuracy
0.6029
Prior entropy
2.585
Ram hours
0
Recall
0.6029
Per class
Relative absolute error
0.6248
Root mean prior squared error
0.3727
Root mean squared error
0.3054
Root relative squared error
0.8196
Run CPU time
17.358

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