Run
2639

Run 2639

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 25-04-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.3335
Per class
KB relative information score
430865.5735
Mean absolute error
0.1999
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.2502
Per class
Predictive accuracy
0.5002
Prior entropy
2.3219
Ram hours
0.222
Recall
0.5002
Per class
Relative absolute error
0.6248
Root mean prior squared error
0.4
Root mean squared error
0.4471
Root relative squared error
1.1178
Run CPU time
1629.15