Run
1090

Run 1090

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) Uploaded 09-04-2014 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.SGD(1)Moa implementation of SGD
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4

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
0.6815
Per class
Confusion matrix
F measure
0.3673
Per class
Kappa
0.3295
KB relative information score
415368.8163
Mean absolute error
0.1769
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.3428
Per class
Predictive accuracy
0.4694
Prior entropy
2.585
Ram hours
0
Recall
0.4694
Per class
Relative absolute error
0.6368
Root mean prior squared error
0.3727
Root mean squared error
0.4206
Root relative squared error
1.1285
Run CPU time
8.98