Run
3924

Run 3924

Task 2194 (Supervised Data Stream Classification) nursery 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
0.9859
Per class
Confusion matrix
F measure
0.9052
Per class
Kappa
0.86
KB relative information score
11382.0615
Mean absolute error
0.0518
Mean prior absolute error
0.32
Number of instances
12960
Per class
Precision
0.9167
Per class
Predictive accuracy
0.9044
Prior entropy
2.3219
Ram hours
0
Recall
0.9044
Per class
Relative absolute error
0.1618
Root mean prior squared error
0.4
Root mean squared error
0.1696
Root relative squared error
0.424
Run CPU time
0.1327