Run
178743

Run 178743

Task 7377 (Supervised Data Stream Classification) BNG(autos,5000,1) Uploaded 23-02-2015 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
0.8211
Per class
Confusion matrix
F measure
0.5517
Per class
Kappa
0.4364
KB relative information score
479634.8429
Mean absolute error
0.1607
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.5538
Per class
Predictive accuracy
0.574
Prior entropy
2.8074
Recall
0.574
Per class
Relative absolute error
0.6561
Root mean prior squared error
0.3499
Root mean squared error
0.2866
Root relative squared error
0.8191