Run
5249

Run 5249

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

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.7755
Per class
Confusion matrix
F measure
0.2945
Per class
Kappa
0.2311
KB relative information score
319.8598
Mean absolute error
0.1366
Mean prior absolute error
0.1653
Number of instances
990
Per class
Precision
0.3012
Per class
Predictive accuracy
0.301
Prior entropy
3.4594
Recall
0.301
Per class
Relative absolute error
0.8267
Root mean prior squared error
0.2875
Root mean squared error
0.281
Root relative squared error
0.9776
Run CPU time
0.05