Run
1831086

Run 1831086

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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
0.9751
Per class
Confusion matrix
F measure
0.8355
Per class
Kappa
0.7944
KB relative information score
795254.6022
Mean absolute error
0.0753
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8446
Per class
Predictive accuracy
0.8361
Prior entropy
2.585
Recall
0.8361
Per class
Relative absolute error
0.2709
Root mean prior squared error
0.3727
Root mean squared error
0.194
Root relative squared error
0.5207