Run
5142

Run 5142

Task 2224 (Supervised Data Stream Classification) vowel Uploaded 30-04-2014 by Joaquin Vanschoren
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.8971
Per class
Confusion matrix
F measure
0.5644
Per class
Kappa
0.5222
KB relative information score
576.1867
Mean absolute error
0.0892
Mean prior absolute error
0.1653
Number of instances
990
Per class
Precision
0.5807
Per class
Predictive accuracy
0.5657
Prior entropy
3.4594
Recall
0.5657
Per class
Relative absolute error
0.5394
Root mean prior squared error
0.2875
Root mean squared error
0.2427
Root relative squared error
0.8441
Run CPU time
0.11