Run
2199

Run 2199

Task 159 (Supervised Data Stream Classification) BNG(cmc,nominal,55296) Uploaded 24-04-2014 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
0.679
Per class
Confusion matrix
F measure
0.5052
Per class
Kappa
0.2328
KB relative information score
11464.5594
Mean absolute error
0.3843
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5052
Per class
Predictive accuracy
0.5055
Prior entropy
1.585
Ram hours
0
Recall
0.5055
Per class
Relative absolute error
0.8647
Root mean prior squared error
0.4714
Root mean squared error
0.4436
Root relative squared error
0.941
Run CPU time
0.9