Run
528205

Run 528205

Task 2268 (Supervised Data Stream Classification) IMDB.drama Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_SGD(1)Moa implementation of StackingAttempt
moa.StackingAttempt_SGD(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_SGD(1)_mmoa.classifiers.functions.SGD
moa.StackingAttempt_SGD(1)_cfalse
moa.SGD(2)_l1.0E-4
moa.SGD(2)_r1.0E-4
moa.SGD(2)_oLOGLOSS

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.

18 Evaluation measures

Area under ROC curve
0.2642
Per class
Confusion matrix
F measure
0.4969
Per class
KB relative information score
17002.2621
Mean absolute error
0.4414
Mean prior absolute error
0.5
Number of instances
120919
Per class
Precision
0.407
Per class
Predictive accuracy
0.6379
Prior entropy
1
Recall
0.6379
Per class
Relative absolute error
0.8829
Root mean prior squared error
0.5
Root mean squared error
0.5503
Root relative squared error
1.1006