Run
528119

Run 528119

Task 7283 (Supervised Data Stream Classification) BNG(SPECT) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.StackingAttempt_Perceptron(1)Moa implementation of StackingAttempt
moa.StackingAttempt_Perceptron(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_Perceptron(1)_mmoa.classifiers.functions.Perceptron
moa.StackingAttempt_Perceptron(1)_cfalse
moa.Perceptron(3)_l1.0
moa.Perceptron(3)_r1

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
0.9937
Per class
Confusion matrix
F measure
0.9712
Per class
Kappa
0.915
KB relative information score
938762.2664
Mean absolute error
0.031
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9741
Per class
Predictive accuracy
0.9705
Prior entropy
1
Recall
0.9705
Per class
Relative absolute error
0.062
Root mean prior squared error
0.5
Root mean squared error
0.1645
Root relative squared error
0.3291