Run
177575

Run 177575

Task 7380 (Supervised Data Stream Classification) BNG(autos,10000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9192
Per class
Confusion matrix
F measure
0.7072
Per class
Kappa
0.6264
KB relative information score
637047.997
Mean absolute error
0.1202
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.7037
Per class
Predictive accuracy
0.7141
Prior entropy
2.8074
Recall
0.7141
Per class
Relative absolute error
0.4909
Root mean prior squared error
0.3499
Root mean squared error
0.2395
Root relative squared error
0.6843