Run
1835622

Run 1835622

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 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
0.9308
Per class
Confusion matrix
F measure
0.8925
Per class
Kappa
0.8613
KB relative information score
877857.3488
Mean absolute error
0.0429
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8931
Per class
Predictive accuracy
0.8927
Prior entropy
2.3219
Recall
0.8927
Per class
Relative absolute error
0.1341
Root mean prior squared error
0.4
Root mean squared error
0.2071
Root relative squared error
0.5179