DEVELOPMENT... OpenML
Run
2893

Run 2893

Task 2128 (Supervised Data Stream Classification) BNG(anneal.ORIG) Uploaded 28-04-2014 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
0.9491
Per class
Confusion matrix
F measure
0.8634
Per class
Kappa
0.651
KB relative information score
795967.2138
Mean absolute error
0.0893
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8625
Per class
Predictive accuracy
0.8682
Prior entropy
2.585
Ram hours
0.0007
Recall
0.8682
Per class
Relative absolute error
0.3213
Root mean prior squared error
0.3727
Root mean squared error
0.1845
Root relative squared error
0.4951
Run CPU time
163.91