Run
1831876

Run 1831876

Task 125962 (Supervised Data Stream Classification) BNG(segment) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(7)Moa implementation of HoeffdingTree
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_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
0.9792
Per class
Confusion matrix
F measure
0.8633
Per class
Kappa
0.8404
KB relative information score
838693.8531
Mean absolute error
0.0537
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8644
Per class
Predictive accuracy
0.8632
Prior entropy
2.8074
Recall
0.8632
Per class
Relative absolute error
0.2191
Root mean prior squared error
0.3499
Root mean squared error
0.1682
Root relative squared error
0.4808