Run
2041

Run 2041

Task 170 (Supervised Data Stream Classification) BNG(segment) 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
0.9626
Per class
Confusion matrix
F measure
0.7806
Per class
Kappa
0.7469
KB relative information score
746201.2417
Mean absolute error
0.0839
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.785
Per class
Predictive accuracy
0.783
Prior entropy
2.8074
Ram hours
0
Recall
0.783
Per class
Relative absolute error
0.3424
Root mean prior squared error
0.3499
Root mean squared error
0.2055
Root relative squared error
0.5872
Run CPU time
28.1