Run
2173

Run 2173

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) Uploaded 24-04-2014 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
0.6832
Per class
Confusion matrix
F measure
0.5065
Per class
Kappa
0.2358
KB relative information score
11625.2803
Mean absolute error
0.3829
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5069
Per class
Predictive accuracy
0.5063
Prior entropy
1.585
Ram hours
0
Recall
0.5063
Per class
Relative absolute error
0.8615
Root mean prior squared error
0.4714
Root mean squared error
0.4425
Root relative squared error
0.9387
Run CPU time
0.45