DEVELOPMENT... OpenML
Run
5535

Run 5535

Task 2245 (Supervised Data Stream Classification) yeast Uploaded 02-05-2014 by Jason
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
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.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_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
0.7712
Per class
Confusion matrix
F measure
0.4511
Per class
Kappa
0.2992
KB relative information score
766.3836
Mean absolute error
0.1106
Mean prior absolute error
0.18
Number of instances
1484
Per class
Precision
0.5394
Per class
Predictive accuracy
0.4811
Prior entropy
3.3219
Ram hours
0
Recall
0.4811
Per class
Relative absolute error
0.6143
Root mean prior squared error
0.3
Root mean squared error
0.2677
Root relative squared error
0.8925
Run CPU time
0.2618