DEVELOPMENT... OpenML
Run
3282

Run 3282

Task 2168 (Supervised Data Stream Classification) BNG(zoo) Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
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.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_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
0.9928
Per class
Confusion matrix
F measure
0.9249
Per class
Kappa
0.9019
KB relative information score
848285.6719
Mean absolute error
0.06
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.9254
Per class
Predictive accuracy
0.9249
Prior entropy
2.8074
Ram hours
0.0009
Recall
0.9249
Per class
Relative absolute error
0.2448
Root mean prior squared error
0.3499
Root mean squared error
0.1403
Root relative squared error
0.401
Run CPU time
161.7436