DEVELOPMENT... OpenML
Run
3715

Run 3715

Task 2191 (Supervised Data Stream Classification) cmc Uploaded 30-04-2014 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
0.8266
Per class
Confusion matrix
F measure
0.5034
Per class
Kappa
0.2825
KB relative information score
549.6009
Mean absolute error
0.303
Mean prior absolute error
0.4444
Number of instances
1473
Per class
Precision
0.5532
Per class
Predictive accuracy
0.5458
Prior entropy
1.585
Ram hours
0
Recall
0.5458
Per class
Relative absolute error
0.6816
Root mean prior squared error
0.4714
Root mean squared error
0.4457
Root relative squared error
0.9455
Run CPU time
0.0445