Run
3005

Run 3005

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) Uploaded 29-04-2014 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.7111
Per class
Confusion matrix
F measure
0.7344
Per class
Kappa
0.3922
KB relative information score
444617.6497
Mean absolute error
0.2831
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.737
Per class
Predictive accuracy
0.7462
Prior entropy
1
Ram hours
0.0024
Recall
0.7462
Per class
Relative absolute error
0.5661
Root mean prior squared error
0.5
Root mean squared error
0.46
Root relative squared error
0.9201
Run CPU time
96.6827