Run
2549

Run 2549

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.FIMTDD(1)Moa implementation of FIMTDD
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

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
0.5
Per class
Confusion matrix
F measure
0.1706
Per class
KB relative information score
93408.5282
Mean absolute error
0.4415
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.1141
Per class
Predictive accuracy
0.3378
Prior entropy
1.585
Ram hours
0
Recall
0.3378
Per class
Relative absolute error
0.9933
Root mean prior squared error
0.4714
Root mean squared error
0.6644
Root relative squared error
1.4095
Run CPU time
15.41