Run
1834612

Run 1834612

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 23-10-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(9)Moa implementation of BlastDecayed
moa.BlastDecayed(9)_a0.999
moa.BlastDecayed(9)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastDecayed(9)_g1
moa.BlastDecayed(9)_k3
moa.BlastDecayed(9)_ptrue

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
0.9489
Per class
Confusion matrix
F measure
0.8388
Per class
Kappa
0.7915
KB relative information score
772556.2881
Mean absolute error
0.0979
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8398
Per class
Predictive accuracy
0.8396
Prior entropy
2.3219
Recall
0.8396
Per class
Relative absolute error
0.3058
Root mean prior squared error
0.4
Root mean squared error
0.226
Root relative squared error
0.5649