Run
1500

Run 1500

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.9678
Per class
Confusion matrix
F measure
0.9035
Per class
Kappa
0.8199
KB relative information score
856287.3673
Mean absolute error
0.069
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9036
Per class
Predictive accuracy
0.9039
Prior entropy
2
Ram hours
0
Recall
0.9039
Per class
Relative absolute error
0.1841
Root mean prior squared error
0.433
Root mean squared error
0.1906
Root relative squared error
0.4402
Run CPU time
19.68