DEVELOPMENT... OpenML
Run
2628

Run 2628

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 25-04-2014 by Jason
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Flow

moa.RandomRules_AMRules(1)Moa implementation of RandomRules
moa.AMRules(1)_Afalse
moa.AMRules(1)_Hfalse
moa.AMRules(1)_Ofalse
moa.AMRules(1)_PAdaptative
moa.AMRules(1)_a0.5
moa.AMRules(1)_c1.0E-7
moa.AMRules(1)_dfalse
moa.AMRules(1)_g200
moa.AMRules(1)_l50
moa.AMRules(1)_m0.99
moa.AMRules(1)_n30
moa.AMRules(1)_s0.01
moa.AMRules(1)_t0.05
moa.AMRules(1)_u0.1
moa.AMRules(1)_v1
moa.RandomRules_AMRules(1)_lmoa.classifiers.rules.AMRules
moa.RandomRules_AMRules(1)_n63.2
moa.RandomRules_AMRules(1)_pfalse
moa.RandomRules_AMRules(1)_r1
moa.RandomRules_AMRules(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
0.5
Per class
Confusion matrix
F measure
0.2147
Per class
KB relative information score
-228664
Mean absolute error
0.6143
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.1487
Per class
Predictive accuracy
0.3857
Prior entropy
1
Ram hours
-8.3905
Recall
0.3857
Per class
Relative absolute error
1.2287
Root mean prior squared error
0.5
Root mean squared error
0.7838
Root relative squared error
1.5676
Run CPU time
26494.66