DEVELOPMENT... OpenML
Run
5086

Run 5086

Task 2194 (Supervised Data Stream Classification) nursery Uploaded 30-04-2014 by Felicia West
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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
0.9953
Per class
Confusion matrix
F measure
0.9564
Per class
Kappa
0.9355
KB relative information score
11416.8206
Mean absolute error
0.0604
Mean prior absolute error
0.32
Number of instances
12960
Per class
Precision
0.9581
Per class
Predictive accuracy
0.9559
Prior entropy
2.3219
Recall
0.9559
Per class
Relative absolute error
0.1887
Root mean prior squared error
0.4
Root mean squared error
0.1463
Root relative squared error
0.3659
Run CPU time
1.45