DEVELOPMENT... OpenML
Run
2703

Run 2703

Task 2128 (Supervised Data Stream Classification) BNG(anneal.ORIG) Uploaded 28-04-2014 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
0.9353
Per class
Confusion matrix
F measure
0.8574
Per class
Kappa
0.6394
KB relative information score
837315.3844
Mean absolute error
0.0627
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.857
Per class
Predictive accuracy
0.8623
Prior entropy
2.585
Ram hours
0.0003
Recall
0.8623
Per class
Relative absolute error
0.2259
Root mean prior squared error
0.3727
Root mean squared error
0.1798
Root relative squared error
0.4826
Run CPU time
86.1488