Run
1927

Run 1927

Task 125 (Supervised Data Stream Classification) BNG(autos,nominal,1000000) Uploaded 24-04-2014 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
0.8825
Per class
Confusion matrix
F measure
0.635
Per class
Kappa
0.5341
KB relative information score
578771.6671
Mean absolute error
0.1361
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6348
Per class
Predictive accuracy
0.644
Prior entropy
2.8074
Ram hours
0
Recall
0.644
Per class
Relative absolute error
0.5558
Root mean prior squared error
0.3499
Root mean squared error
0.2627
Root relative squared error
0.7506
Run CPU time
22.5