Run
177558

Run 177558

Task 7389 (Supervised Data Stream Classification) BNG(lymph,10000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9677
Per class
Confusion matrix
F measure
0.9086
Per class
Kappa
0.8305
KB relative information score
855889.8769
Mean absolute error
0.069
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.908
Per class
Predictive accuracy
0.9095
Prior entropy
2
Recall
0.9095
Per class
Relative absolute error
0.1841
Root mean prior squared error
0.433
Root mean squared error
0.1906
Root relative squared error
0.4401