Run
2719

Run 2719

Task 2134 (Supervised Data Stream Classification) BNG(mfeat-karhunen) Uploaded 28-04-2014 by Jan van Rijn
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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
0.9971
Per class
Confusion matrix
F measure
0.9708
Per class
Kappa
0.9675
KB relative information score
969993.69
Mean absolute error
0.0072
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9708
Per class
Predictive accuracy
0.9707
Prior entropy
3.3219
Ram hours
0.0001
Recall
0.9707
Per class
Relative absolute error
0.0399
Root mean prior squared error
0.3
Root mean squared error
0.0685
Root relative squared error
0.2282
Run CPU time
122.771