DEVELOPMENT... OpenML
Run
4704

Run 4704

Task 2196 (Supervised Data Stream Classification) optdigits 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
0.9586
Per class
Confusion matrix
F measure
0.882
Per class
Kappa
0.8681
KB relative information score
4939.5621
Mean absolute error
0.0238
Mean prior absolute error
0.18
Number of instances
5620
Per class
Precision
0.8854
Per class
Predictive accuracy
0.8813
Prior entropy
3.3219
Recall
0.8813
Per class
Relative absolute error
0.132
Root mean prior squared error
0.3
Root mean squared error
0.15
Root relative squared error
0.4999
Run CPU time
1.66