Run
2561

Run 2561

Task 167 (Supervised Data Stream Classification) BNG(pendigits,nominal,1000000) Uploaded 25-04-2014 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
0.987
Per class
Confusion matrix
F measure
0.8903
Per class
Kappa
0.8782
KB relative information score
882875.7094
Mean absolute error
0.0286
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.8906
Per class
Predictive accuracy
0.8904
Prior entropy
3.3219
Ram hours
0
Recall
0.8904
Per class
Relative absolute error
0.1588
Root mean prior squared error
0.3
Root mean squared error
0.129
Root relative squared error
0.43
Run CPU time
66.4