Run
3793

Run 3793

Task 2198 (Supervised Data Stream Classification) page-blocks 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
0.945
Per class
Confusion matrix
F measure
0.9298
Per class
Kappa
0.6421
KB relative information score
4991.7464
Mean absolute error
0.0317
Mean prior absolute error
0.32
Number of instances
5473
Per class
Precision
0.9408
Per class
Predictive accuracy
0.9227
Prior entropy
2.3219
Ram hours
0
Recall
0.9227
Per class
Relative absolute error
0.099
Root mean prior squared error
0.4
Root mean squared error
0.17
Root relative squared error
0.425
Run CPU time
0.1445