DEVELOPMENT... OpenML
Run
2591

Run 2591

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 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
0.3333
Per class
KB relative information score
430668.5875
Mean absolute error
0.2
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.25
Per class
Predictive accuracy
0.5
Prior entropy
2.3219
Ram hours
0.208
Recall
0.5
Per class
Relative absolute error
0.625
Root mean prior squared error
0.4
Root mean squared error
0.4472
Root relative squared error
1.118
Run CPU time
1670.67