DEVELOPMENT... OpenML
Run
4017

Run 4017

Task 2207 (Supervised Data Stream Classification) sonar Uploaded 30-04-2014 by Felicia West
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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
0.9324
Per class
Confusion matrix
F measure
0.7039
Per class
Kappa
0.4601
KB relative information score
90.514
Mean absolute error
0.2829
Mean prior absolute error
0.5
Number of instances
208
Per class
Precision
0.8255
Per class
Predictive accuracy
0.7212
Prior entropy
1
Recall
0.7212
Per class
Relative absolute error
0.5659
Root mean prior squared error
0.5
Root mean squared error
0.5273
Root relative squared error
1.0546
Run CPU time
0.02