Run
1447

Run 1447

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 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
0.1082
Per class
KB relative information score
158738.0774
Mean absolute error
0.2955
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.0682
Per class
Predictive accuracy
0.2612
Prior entropy
2.3219
Ram hours
0.2207
Recall
0.2612
Per class
Relative absolute error
0.9235
Root mean prior squared error
0.4
Root mean squared error
0.5436
Root relative squared error
1.3591
Run CPU time
1828.97