DEVELOPMENT... OpenML
Run
2663

Run 2663

Task 122 (Supervised Data Stream Classification) BNG(kr-vs-kp) Uploaded 28-04-2014 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
0.9868
Per class
Confusion matrix
F measure
0.9524
Per class
Kappa
0.9048
KB relative information score
862820.424
Mean absolute error
0.0747
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9532
Per class
Predictive accuracy
0.9524
Prior entropy
1
Ram hours
0.0007
Recall
0.9524
Per class
Relative absolute error
0.1495
Root mean prior squared error
0.5
Root mean squared error
0.1946
Root relative squared error
0.3892
Run CPU time
132.87