DEVELOPMENT... OpenML
Run
4068

Run 4068

Task 2205 (Supervised Data Stream Classification) diabetes 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
0.7856
Per class
Confusion matrix
F measure
0.7161
Per class
Kappa
0.3753
KB relative information score
294.6818
Mean absolute error
0.3159
Mean prior absolute error
0.5
Number of instances
768
Per class
Precision
0.7161
Per class
Predictive accuracy
0.7161
Prior entropy
1
Recall
0.7161
Per class
Relative absolute error
0.6318
Root mean prior squared error
0.5
Root mean squared error
0.4388
Root relative squared error
0.8777
Run CPU time
0.09