Run
1835627

Run 1835627

Task 2132 (Supervised Data Stream Classification) BNG(lymph) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w1000
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1000
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

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
0.9084
Per class
Confusion matrix
F measure
0.9024
Per class
Kappa
0.8178
KB relative information score
882533.7836
Mean absolute error
0.0486
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9026
Per class
Predictive accuracy
0.9027
Prior entropy
2
Recall
0.9027
Per class
Relative absolute error
0.1297
Root mean prior squared error
0.433
Root mean squared error
0.2205
Root relative squared error
0.5093