Run
4279

Run 4279

Task 2207 (Supervised Data Stream Classification) sonar Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9685
Per class
Confusion matrix
F measure
0.6922
Per class
Kappa
0.4422
KB relative information score
88.7953
Mean absolute error
0.2867
Mean prior absolute error
0.5
Number of instances
208
Per class
Precision
0.8218
Per class
Predictive accuracy
0.7115
Prior entropy
1
Recall
0.7115
Per class
Relative absolute error
0.5733
Root mean prior squared error
0.5
Root mean squared error
0.5009
Root relative squared error
1.0018
Run CPU time
0.51