OpenML
1584

Run 1584

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 23-04-2014 by Jan van Rijn
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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
0.253
Per class
KB relative information score
-6838
Mean absolute error
0.5755
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.1802
Per class
Predictive accuracy
0.4245
Prior entropy
1
Ram hours
0.0001
Recall
0.4245
Per class
Relative absolute error
1.1509
Root mean prior squared error
0.5
Root mean squared error
0.7586
Root relative squared error
1.5172
Run CPU time
17.5