Run
3811

Run 3811

Task 2199 (Supervised Data Stream Classification) credit-g Uploaded 30-04-2014 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
0.7401
Per class
Confusion matrix
F measure
0.7186
Per class
Kappa
0.3103
KB relative information score
405.7323
Mean absolute error
0.3043
Mean prior absolute error
0.5
Number of instances
1000
Per class
Precision
0.7153
Per class
Predictive accuracy
0.731
Prior entropy
1
Ram hours
0
Recall
0.731
Per class
Relative absolute error
0.6086
Root mean prior squared error
0.5
Root mean squared error
0.4477
Root relative squared error
0.8954
Run CPU time
0.0141