Run
57687

Run 57687

Task 7282 (Supervised Data Stream Classification) BNG(vowel) Uploaded 13-11-2014 by Jan van Rijn
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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.

18 Evaluation measures

Area under ROC curve
0.8121
Per class
Confusion matrix
F measure
0.3573
Per class
Kappa
0.2971
KB relative information score
315901.0429
Mean absolute error
0.1385
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.3596
Per class
Predictive accuracy
0.361
Prior entropy
3.4594
Recall
0.361
Per class
Relative absolute error
0.8378
Root mean prior squared error
0.2875
Root mean squared error
0.264
Root relative squared error
0.9182