DEVELOPMENT... OpenML
Run
5042

Run 5042

Task 2210 (Supervised Data Stream Classification) haberman Uploaded 30-04-2014 by Felicia West
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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
0.5877
Per class
Confusion matrix
F measure
0.6364
Per class
Kappa
0.0208
KB relative information score
98.466
Mean absolute error
0.3559
Mean prior absolute error
0.5
Number of instances
306
Per class
Precision
0.6421
Per class
Predictive accuracy
0.7288
Prior entropy
1
Recall
0.7288
Per class
Relative absolute error
0.7117
Root mean prior squared error
0.5
Root mean squared error
0.4381
Root relative squared error
0.8763
Run CPU time
0.02