DEVELOPMENT... OpenML
Run
4782

Run 4782

Task 2213 (Supervised Data Stream Classification) splice 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
0.9981
Per class
Confusion matrix
F measure
0.9672
Per class
Kappa
0.9467
KB relative information score
3032.8237
Mean absolute error
0.025
Mean prior absolute error
0.4444
Number of instances
3190
Per class
Precision
0.9696
Per class
Predictive accuracy
0.9668
Prior entropy
1.585
Recall
0.9668
Per class
Relative absolute error
0.0561
Root mean prior squared error
0.4714
Root mean squared error
0.1355
Root relative squared error
0.2874
Run CPU time
0.75