Run
2717

Run 2717

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 28-04-2014 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
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.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_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
0.9708
Per class
Confusion matrix
F measure
0.9074
Per class
Kappa
0.8271
KB relative information score
857948.2365
Mean absolute error
0.0689
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9075
Per class
Predictive accuracy
0.9078
Prior entropy
2
Ram hours
0.0001
Recall
0.9078
Per class
Relative absolute error
0.1838
Root mean prior squared error
0.433
Root mean squared error
0.1858
Root relative squared error
0.4291
Run CPU time
46.9112