DEVELOPMENT... OpenML
Run
2473

Run 2473

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 25-04-2014 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
0.8826
Per class
Confusion matrix
F measure
0.852
Per class
Kappa
0.6853
KB relative information score
582729.9667
Mean absolute error
0.2263
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8529
Per class
Predictive accuracy
0.8535
Prior entropy
1
Ram hours
0
Recall
0.8535
Per class
Relative absolute error
0.4525
Root mean prior squared error
0.5
Root mean squared error
0.3384
Root relative squared error
0.6768
Run CPU time
41.08