Run
1656

Run 1656

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 23-04-2014 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
0.8671
Per class
Confusion matrix
F measure
0.8306
Per class
Kappa
0.6397
KB relative information score
552605.3821
Mean absolute error
0.2393
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8314
Per class
Predictive accuracy
0.8324
Prior entropy
1
Ram hours
0
Recall
0.8324
Per class
Relative absolute error
0.4786
Root mean prior squared error
0.5
Root mean squared error
0.361
Root relative squared error
0.722
Run CPU time
10.44