Run
5316

Run 5316

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 01-05-2014 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
0.8114
Per class
Confusion matrix
F measure
0.5432
Per class
Kappa
0.416
KB relative information score
379370.9723
Mean absolute error
0.2731
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.5451
Per class
Predictive accuracy
0.5617
Prior entropy
2
Ram hours
0
Recall
0.5617
Per class
Relative absolute error
0.7282
Root mean prior squared error
0.433
Root mean squared error
0.3722
Root relative squared error
0.8595
Run CPU time
13.2968