Run
529835

Run 529835

Task 2133 (Supervised Data Stream Classification) BNG(mfeat-fourier) Uploaded 04-03-2016 by Joaquin Vanschoren
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Flow

moa.ASHoeffdingTree(3)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(3)_m33554432
moa.ASHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(3)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(3)_e1000000
moa.ASHoeffdingTree(3)_g200
moa.ASHoeffdingTree(3)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(3)_c1.0E-7
moa.ASHoeffdingTree(3)_t0.05
moa.ASHoeffdingTree(3)_bfalse
moa.ASHoeffdingTree(3)_zfalse
moa.ASHoeffdingTree(3)_rfalse
moa.ASHoeffdingTree(3)_pfalse
moa.ASHoeffdingTree(3)_lNBAdaptive
moa.ASHoeffdingTree(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
0.9813
Per class
Confusion matrix
F measure
0.8401
Per class
Kappa
0.8227
KB relative information score
850651.8578
Mean absolute error
0.0371
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.84
Per class
Predictive accuracy
0.8404
Prior entropy
3.3219
Recall
0.8404
Per class
Relative absolute error
0.206
Root mean prior squared error
0.3
Root mean squared error
0.1527
Root relative squared error
0.5089