Run
2285

Run 2285

Task 125 (Supervised Data Stream Classification) BNG(autos,nominal,1000000) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
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.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_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
0.9599
Per class
Confusion matrix
F measure
0.7982
Per class
Kappa
0.7396
KB relative information score
744694.5129
Mean absolute error
0.0881
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.7984
Per class
Predictive accuracy
0.7985
Prior entropy
2.8074
Ram hours
0.0006
Recall
0.7985
Per class
Relative absolute error
0.3598
Root mean prior squared error
0.3499
Root mean squared error
0.201
Root relative squared error
0.5743
Run CPU time
170.71