Run
2522

Run 2522

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

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
0.991
Per class
Confusion matrix
F measure
0.9032
Per class
Kappa
0.8937
KB relative information score
905629.0602
Mean absolute error
0.0139
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.9103
Per class
Predictive accuracy
0.9028
Prior entropy
4.2479
Ram hours
0.0002
Recall
0.9028
Per class
Relative absolute error
0.1396
Root mean prior squared error
0.2233
Root mean squared error
0.0897
Root relative squared error
0.4015
Run CPU time
738.15