Run
529803

Run 529803

Task 2244 (Supervised Data Stream Classification) adult Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(2)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(2)_m33554432
moa.RandomHoeffdingTree(2)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(2)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(2)_e1000000
moa.RandomHoeffdingTree(2)_g200
moa.RandomHoeffdingTree(2)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(2)_c1.0E-7
moa.RandomHoeffdingTree(2)_t0.05
moa.RandomHoeffdingTree(2)_bfalse
moa.RandomHoeffdingTree(2)_zfalse
moa.RandomHoeffdingTree(2)_pfalse
moa.RandomHoeffdingTree(2)_lNBAdaptive
moa.RandomHoeffdingTree(2)_q0
moa.RandomHoeffdingTree(2)_r1

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
0.827
Per class
Confusion matrix
F measure
0.7892
Per class
Kappa
0.3822
KB relative information score
25258.5374
Mean absolute error
0.2526
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.7998
Per class
Predictive accuracy
0.8129
Prior entropy
1
Recall
0.8129
Per class
Relative absolute error
0.5051
Root mean prior squared error
0.5
Root mean squared error
0.3628
Root relative squared error
0.7256