Run
2879

Run 2879

Task 2134 (Supervised Data Stream Classification) BNG(mfeat-karhunen) Uploaded 28-04-2014 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
0.9937
Per class
Confusion matrix
F measure
0.9553
Per class
Kappa
0.9503
KB relative information score
954525.8934
Mean absolute error
0.0104
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9555
Per class
Predictive accuracy
0.9552
Prior entropy
3.3219
Ram hours
0
Recall
0.9552
Per class
Relative absolute error
0.058
Root mean prior squared error
0.3
Root mean squared error
0.0847
Root relative squared error
0.2824
Run CPU time
324.48