DEVELOPMENT... OpenML
Run
66337

Run 66337

Task 2159 (Supervised Data Stream Classification) BNG(dermatology) Uploaded 29-11-2014 by Jason
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Flow

moa.LeveragingBag_ORTO(1)Moa implementation of LeveragingBag
moa.ORTO(1)_a0.005
moa.ORTO(1)_h50
moa.ORTO(1)_f0.995
moa.ORTO(1)_y150
moa.ORTO(1)_u1500
moa.ORTO(1)_w0.01
moa.ORTO(1)_jfalse
moa.ORTO(1)_m10
moa.ORTO(1)_l10
moa.ORTO(1)_d0.9
moa.ORTO(1)_sVarianceReductionSplitCriterion
moa.ORTO(1)_nFIMTDDNumericAttributeClassObserver
moa.ORTO(1)_g200
moa.ORTO(1)_c1.0E-7
moa.ORTO(1)_t0.05
moa.ORTO(1)_pfalse
moa.ORTO(1)_oaverage
moa.ORTO(1)_q0.9995
moa.ORTO(1)_r1
moa.LeveragingBag_ORTO(1)_lmoa.classifiers.trees.ORTO
moa.LeveragingBag_ORTO(1)_s10
moa.LeveragingBag_ORTO(1)_w6.0
moa.LeveragingBag_ORTO(1)_a0.002
moa.LeveragingBag_ORTO(1)_ofalse
moa.LeveragingBag_ORTO(1)_mLeveragingBag
moa.LeveragingBag_ORTO(1)_r1

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
0.5
Per class
Confusion matrix
F measure
0.1422
Per class
KB relative information score
233827.0376
Mean absolute error
0.2318
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.0928
Per class
Predictive accuracy
0.3046
Prior entropy
2.585
Recall
0.3046
Per class
Relative absolute error
0.8345
Root mean prior squared error
0.3727
Root mean squared error
0.4815
Root relative squared error
1.2919