Run
1835063

Run 1835063

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w100
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
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
0.9245
Per class
Confusion matrix
F measure
0.8825
Per class
Kappa
0.8484
KB relative information score
866526.6736
Mean absolute error
0.0469
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8831
Per class
Predictive accuracy
0.8828
Prior entropy
2.3219
Recall
0.8828
Per class
Relative absolute error
0.1465
Root mean prior squared error
0.4
Root mean squared error
0.2165
Root relative squared error
0.5413