Run
177876

Run 177876

Task 7361 (Supervised Data Stream Classification) BNG(letter,5000,10) 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
0.7711
Per class
Confusion matrix
F measure
0.1949
Per class
Kappa
0.177
KB relative information score
232281.5451
Mean absolute error
0.0684
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.2054
Per class
Predictive accuracy
0.2088
Prior entropy
4.7004
Recall
0.2088
Per class
Relative absolute error
0.9251
Root mean prior squared error
0.1923
Root mean squared error
0.186
Root relative squared error
0.967