DEVELOPMENT... OpenML
Run
4369

Run 4369

Task 2223 (Supervised Data Stream Classification) vote 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
0.9344
Per class
Confusion matrix
F measure
0.9038
Per class
Kappa
0.7981
KB relative information score
342.7504
Mean absolute error
0.1081
Mean prior absolute error
0.5
Number of instances
435
Per class
Precision
0.9049
Per class
Predictive accuracy
0.9034
Prior entropy
1
Recall
0.9034
Per class
Relative absolute error
0.2162
Root mean prior squared error
0.5
Root mean squared error
0.2932
Root relative squared error
0.5864
Run CPU time
0.02