Run
529743

Run 529743

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 04-03-2016 by Joaquin Vanschoren
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.9521
Per class
Confusion matrix
F measure
0.6958
Per class
Kappa
0.666
KB relative information score
678018.402
Mean absolute error
0.0752
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6956
Per class
Predictive accuracy
0.6963
Prior entropy
3.4594
Recall
0.6963
Per class
Relative absolute error
0.4552
Root mean prior squared error
0.2875
Root mean squared error
0.1971
Root relative squared error
0.6857