DEVELOPMENT... OpenML
Run
2922

Run 2922

Task 2149 (Supervised Data Stream Classification) BNG(bridges_version1) Uploaded 29-04-2014 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
0.8361
Per class
Confusion matrix
F measure
0.6234
Per class
Kappa
0.5001
KB relative information score
513519.9068
Mean absolute error
0.17
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.6193
Per class
Predictive accuracy
0.6332
Prior entropy
2.585
Ram hours
0.1077
Recall
0.6332
Per class
Relative absolute error
0.612
Root mean prior squared error
0.3727
Root mean squared error
0.2947
Root relative squared error
0.7909
Run CPU time
743.22