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3352

Run 3352

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 30-04-2014 by Jason
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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
0.9166
Per class
Confusion matrix
F measure
0.8669
Per class
Kappa
0.7338
KB relative information score
804058.0589
Mean absolute error
0.0885
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8669
Per class
Predictive accuracy
0.8669
Prior entropy
2.3219
Recall
0.8669
Per class
Relative absolute error
0.2764
Root mean prior squared error
0.4
Root mean squared error
0.2069
Root relative squared error
0.5173
Run CPU time
31.9668