Run
529834

Run 529834

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(3)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(3)_m33554432
moa.ASHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(3)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(3)_e1000000
moa.ASHoeffdingTree(3)_g200
moa.ASHoeffdingTree(3)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(3)_c1.0E-7
moa.ASHoeffdingTree(3)_t0.05
moa.ASHoeffdingTree(3)_bfalse
moa.ASHoeffdingTree(3)_zfalse
moa.ASHoeffdingTree(3)_rfalse
moa.ASHoeffdingTree(3)_pfalse
moa.ASHoeffdingTree(3)_lNBAdaptive
moa.ASHoeffdingTree(3)_q0

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
0.7415
Per class
Confusion matrix
F measure
0.7572
Per class
Kappa
0.4454
KB relative information score
477098.2668
Mean absolute error
0.268
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7596
Per class
Predictive accuracy
0.7665
Prior entropy
1
Recall
0.7665
Per class
Relative absolute error
0.536
Root mean prior squared error
0.5
Root mean squared error
0.4401
Root relative squared error
0.8803