DEVELOPMENT... OpenML
Run
177531

Run 177531

Task 7391 (Supervised Data Stream Classification) BNG(lymph,10000,10) Uploaded 23-02-2015 by Jason
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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.

18 Evaluation measures

Area under ROC curve
0.8967
Per class
Confusion matrix
F measure
0.7891
Per class
Kappa
0.6097
KB relative information score
691444.2617
Mean absolute error
0.1467
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7887
Per class
Predictive accuracy
0.7971
Prior entropy
2
Recall
0.7971
Per class
Relative absolute error
0.3912
Root mean prior squared error
0.433
Root mean squared error
0.27
Root relative squared error
0.6234