DEVELOPMENT... OpenML
Run
4363

Run 4363

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

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.9775
Per class
Confusion matrix
F measure
0.5632
Per class
Kappa
0.2655
KB relative information score
68.1277
Mean absolute error
0.3288
Mean prior absolute error
0.5
Number of instances
208
Per class
Precision
0.7892
Per class
Predictive accuracy
0.6154
Prior entropy
1
Recall
0.6154
Per class
Relative absolute error
0.6575
Root mean prior squared error
0.5
Root mean squared error
0.5014
Root relative squared error
1.0029
Run CPU time
0.01