DEVELOPMENT... OpenML
Run
158684

Run 158684

Task 131 (Supervised Data Stream Classification) BNG(bridges_version2,nominal,1000000) Uploaded 12-02-2015 by Jason
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Flow

moa.LeveragingBag_FIMTDD(1)Moa implementation of LeveragingBag
moa.FIMTDD(1)_a0.005
moa.FIMTDD(1)_bfalse
moa.FIMTDD(1)_c1.0E-7
moa.FIMTDD(1)_dNominalAttributeClassObserver
moa.FIMTDD(1)_e1000000
moa.FIMTDD(1)_f0.995
moa.FIMTDD(1)_g200
moa.FIMTDD(1)_h50
moa.FIMTDD(1)_jfalse
moa.FIMTDD(1)_lNBAdaptive
moa.FIMTDD(1)_m33554432
moa.FIMTDD(1)_nFIMTDDNumericAttributeClassObserver
moa.FIMTDD(1)_pfalse
moa.FIMTDD(1)_q0
moa.FIMTDD(1)_rfalse
moa.FIMTDD(1)_sSDRSplitCriterion
moa.FIMTDD(1)_t0.05
moa.FIMTDD(1)_u1500
moa.FIMTDD(1)_w0.01
moa.FIMTDD(1)_y150
moa.FIMTDD(1)_zfalse
moa.LeveragingBag_FIMTDD(1)_lmoa.classifiers.trees.FIMTDD
moa.LeveragingBag_FIMTDD(1)_s10
moa.LeveragingBag_FIMTDD(1)_w6.0
moa.LeveragingBag_FIMTDD(1)_a0.002
moa.LeveragingBag_FIMTDD(1)_ofalse
moa.LeveragingBag_FIMTDD(1)_mLeveragingBag
moa.LeveragingBag_FIMTDD(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
0.0393
Per class
KB relative information score
63934.1209
Mean absolute error
0.2832
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.0226
Per class
Predictive accuracy
0.1504
Prior entropy
2.585
Recall
0.1504
Per class
Relative absolute error
1.0195
Root mean prior squared error
0.3727
Root mean squared error
0.5322
Root relative squared error
1.428