Run
571254

Run 571254

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastWindowed(1)_g1
moa.BlastWindowed(1)_k1
moa.BlastWindowed(1)_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
0.7714
Per class
Confusion matrix
F measure
0.7713
Per class
Kappa
0.5427
KB relative information score
739648.39
Mean absolute error
0.0915
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7714
Per class
Predictive accuracy
0.7714
Prior entropy
2.3219
Recall
0.7714
Per class
Relative absolute error
0.2858
Root mean prior squared error
0.4
Root mean squared error
0.3024
Root relative squared error
0.7561