DEVELOPMENT... OpenML
Run
4755

Run 4755

Task 2245 (Supervised Data Stream Classification) yeast 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
0.7711
Per class
Confusion matrix
F measure
0.4831
Per class
Kappa
0.3304
KB relative information score
799.5534
Mean absolute error
0.1069
Mean prior absolute error
0.18
Number of instances
1484
Per class
Precision
0.5345
Per class
Predictive accuracy
0.4987
Prior entropy
3.3219
Recall
0.4987
Per class
Relative absolute error
0.5937
Root mean prior squared error
0.3
Root mean squared error
0.2659
Root relative squared error
0.8862
Run CPU time
0.41