Run
3126

Run 3126

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) 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
0.7501
Per class
Confusion matrix
F measure
0.866
Per class
Kappa
0.1342
KB relative information score
248432.5697
Mean absolute error
0.0677
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8625
Per class
Predictive accuracy
0.9028
Prior entropy
2.3219
Ram hours
0
Recall
0.9028
Per class
Relative absolute error
0.2116
Root mean prior squared error
0.4
Root mean squared error
0.1853
Root relative squared error
0.4633
Run CPU time
4.4987