Run
3069

Run 3069

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 30-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.7841
Per class
Confusion matrix
F measure
0.3079
Per class
Kappa
0.2449
KB relative information score
269417.7481
Mean absolute error
0.1453
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.312
Per class
Predictive accuracy
0.3135
Prior entropy
3.4594
Ram hours
0
Recall
0.3135
Per class
Relative absolute error
0.8793
Root mean prior squared error
0.2875
Root mean squared error
0.2702
Root relative squared error
0.9398
Run CPU time
24.73