DEVELOPMENT... OpenML
Run
5401

Run 5401

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 01-05-2014 by Jason
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
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.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_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
0.9995
Per class
Confusion matrix
F measure
0.9857
Per class
Kappa
0.9822
KB relative information score
977541.1662
Mean absolute error
0.0096
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9857
Per class
Predictive accuracy
0.9858
Prior entropy
2.585
Ram hours
0
Recall
0.9858
Per class
Relative absolute error
0.0347
Root mean prior squared error
0.3727
Root mean squared error
0.0615
Root relative squared error
0.165
Run CPU time
192.8279