Run
2882

Run 2882

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9733
Per class
Confusion matrix
F measure
0.9428
Per class
Kappa
0.8746
KB relative information score
844608.6855
Mean absolute error
0.0838
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9428
Per class
Predictive accuracy
0.943
Prior entropy
1
Ram hours
0
Recall
0.943
Per class
Relative absolute error
0.1675
Root mean prior squared error
0.5
Root mean squared error
0.2164
Root relative squared error
0.4329
Run CPU time
14.83