Run
1835303

Run 1835303

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)_g10
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
0.9372
Per class
Confusion matrix
F measure
0.9215
Per class
Kappa
0.8743
KB relative information score
532069.4737
Mean absolute error
0.0223
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9214
Per class
Predictive accuracy
0.9219
Prior entropy
2.8074
Recall
0.9219
Per class
Relative absolute error
0.0911
Root mean prior squared error
0.3499
Root mean squared error
0.1493
Root relative squared error
0.4268