Run
1831078

Run 1831078

Task 2129 (Supervised Data Stream Classification) BNG(labor) 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
0.9582
Per class
Confusion matrix
F measure
0.9131
Per class
Kappa
0.8084
KB relative information score
754371.3472
Mean absolute error
0.1327
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9134
Per class
Predictive accuracy
0.9137
Prior entropy
1
Recall
0.9137
Per class
Relative absolute error
0.2655
Root mean prior squared error
0.5
Root mean squared error
0.2615
Root relative squared error
0.5229