DEVELOPMENT... OpenML
Run
2438

Run 2438

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 25-04-2014 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
0.8711
Per class
Confusion matrix
F measure
0.922
Per class
Kappa
0.2181
KB relative information score
541994.2481
Mean absolute error
0.2564
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9162
Per class
Predictive accuracy
0.9352
Prior entropy
1
Ram hours
0.0008
Recall
0.9352
Per class
Relative absolute error
0.5129
Root mean prior squared error
0.5
Root mean squared error
0.2994
Root relative squared error
0.5988
Run CPU time
150.05