Run
5455

Run 5455

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 01-05-2014 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
0.3973
Per class
KB relative information score
111892
Mean absolute error
0.4441
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.3091
Per class
Predictive accuracy
0.5559
Prior entropy
1
Ram hours
0.0016
Recall
0.5559
Per class
Relative absolute error
0.8881
Root mean prior squared error
0.5
Root mean squared error
0.6664
Root relative squared error
1.3327
Run CPU time
72.5975