Run
526010

Run 526010

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 19-02-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
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
0.8483
Per class
Confusion matrix
F measure
0.8511
Per class
Kappa
0.6982
KB relative information score
702658
Mean absolute error
0.1487
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8511
Per class
Predictive accuracy
0.8513
Prior entropy
1
Recall
0.8513
Per class
Relative absolute error
0.2973
Root mean prior squared error
0.5
Root mean squared error
0.3856
Root relative squared error
0.7712