Run
178780

Run 178780

Task 7357 (Supervised Data Stream Classification) BNG(letter,1000,5) 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
0.7091
Per class
Confusion matrix
F measure
0.1371
Per class
Kappa
0.1118
KB relative information score
160173.5
Mean absolute error
0.071
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.1427
Per class
Predictive accuracy
0.1461
Prior entropy
4.7004
Recall
0.1461
Per class
Relative absolute error
0.9601
Root mean prior squared error
0.1923
Root mean squared error
0.1894
Root relative squared error
0.9847