Run
1831064

Run 1831064

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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
0.9664
Per class
Confusion matrix
F measure
0.7291
Per class
Kappa
0.7032
KB relative information score
752135.1447
Mean absolute error
0.0389
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.7431
Per class
Predictive accuracy
0.7297
Prior entropy
4.2479
Recall
0.7297
Per class
Relative absolute error
0.3896
Root mean prior squared error
0.2233
Root mean squared error
0.1398
Root relative squared error
0.6259