Run
525404

Run 525404

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(5)Moa implementation of OzaBag
moa.OzaBag_HoeffdingTree(5)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(5)_s128
moa.OzaBag_HoeffdingTree(5)_r1
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.993
Per class
Confusion matrix
F measure
0.9073
Per class
Kappa
0.8985
KB relative information score
913222.4778
Mean absolute error
0.014
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.911
Per class
Predictive accuracy
0.9072
Prior entropy
4.2479
Recall
0.9072
Per class
Relative absolute error
0.14
Root mean prior squared error
0.2233
Root mean squared error
0.0848
Root relative squared error
0.3798