DEVELOPMENT... OpenML
Run
2014

Run 2014

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) Uploaded 24-04-2014 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.6852
Per class
Confusion matrix
F measure
0.5027
Per class
Kappa
0.232
KB relative information score
11163.0557
Mean absolute error
0.3875
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5157
Per class
Predictive accuracy
0.5042
Prior entropy
1.585
Ram hours
0
Recall
0.5042
Per class
Relative absolute error
0.872
Root mean prior squared error
0.4714
Root mean squared error
0.4422
Root relative squared error
0.938
Run CPU time
3.08