DEVELOPMENT... OpenML
Run
4712

Run 4712

Task 2230 (Supervised Data Stream Classification) lung-cancer 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
0.6449
Per class
Confusion matrix
F measure
0.6324
Per class
Kappa
0.0538
KB relative information score
8.8844
Mean absolute error
0.367
Mean prior absolute error
0.5
Number of instances
32
Per class
Precision
0.619
Per class
Predictive accuracy
0.6563
Prior entropy
1
Recall
0.6563
Per class
Relative absolute error
0.7341
Root mean prior squared error
0.5
Root mean squared error
0.5013
Root relative squared error
1.0026
Run CPU time
0.24