DEVELOPMENT... OpenML
Run
3031

Run 3031

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

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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
0.8427
Per class
Confusion matrix
F measure
0.6104
Per class
Kappa
0.4851
KB relative information score
556582.465
Mean absolute error
0.1495
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.6083
Per class
Predictive accuracy
0.6318
Prior entropy
2.585
Ram hours
0.103
Recall
0.6318
Per class
Relative absolute error
0.538
Root mean prior squared error
0.3727
Root mean squared error
0.2951
Root relative squared error
0.7919
Run CPU time
720.94