Run
4662

Run 4662

Task 2196 (Supervised Data Stream Classification) optdigits Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.9588
Per class
Confusion matrix
F measure
0.8837
Per class
Kappa
0.8701
KB relative information score
4945.5206
Mean absolute error
0.0236
Mean prior absolute error
0.18
Number of instances
5620
Per class
Precision
0.8869
Per class
Predictive accuracy
0.8831
Prior entropy
3.3219
Ram hours
0
Recall
0.8831
Per class
Relative absolute error
0.1312
Root mean prior squared error
0.3
Root mean squared error
0.1495
Root relative squared error
0.4982
Run CPU time
1.38