Run
1481

Run 1481

Task 121 (Supervised Data Stream Classification) BNG(anneal.ORIG,nominal,1000000) Uploaded 23-04-2014 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
0.9419
Per class
Confusion matrix
F measure
0.8679
Per class
Kappa
0.6703
KB relative information score
848411.8237
Mean absolute error
0.0585
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8672
Per class
Predictive accuracy
0.8697
Prior entropy
2.585
Ram hours
0
Recall
0.8697
Per class
Relative absolute error
0.2107
Root mean prior squared error
0.3727
Root mean squared error
0.1751
Root relative squared error
0.4699
Run CPU time
34.3