Run
529585

Run 529585

Task 6707 (Supervised Data Stream Classification) BNG(wine) Uploaded 03-03-2016 by Joaquin Vanschoren
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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
0.9658
Per class
Confusion matrix
F measure
0.8815
Per class
Kappa
0.8202
KB relative information score
775131.6114
Mean absolute error
0.1196
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8815
Per class
Predictive accuracy
0.8816
Prior entropy
1.585
Recall
0.8816
Per class
Relative absolute error
0.269
Root mean prior squared error
0.4714
Root mean squared error
0.2459
Root relative squared error
0.5216