Run
1835612

Run 1835612

Task 189 (Supervised Data Stream Classification) covertype 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
0.9363
Per class
Confusion matrix
F measure
0.9202
Per class
Kappa
0.8723
KB relative information score
531324.8135
Mean absolute error
0.0226
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9201
Per class
Predictive accuracy
0.9208
Prior entropy
2.8074
Recall
0.9208
Per class
Relative absolute error
0.0924
Root mean prior squared error
0.3499
Root mean squared error
0.1505
Root relative squared error
0.43