Run
525701

Run 525701

Task 189 (Supervised Data Stream Classification) covertype Uploaded 19-02-2016 by Joaquin Vanschoren
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w1000
moa.BlastWindowed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,trees.HoeffdingTree
moa.BlastWindowed(1)_g100
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
0.9373
Per class
Confusion matrix
F measure
0.9215
Per class
Kappa
0.8744
KB relative information score
532115.8801
Mean absolute error
0.0223
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9215
Per class
Predictive accuracy
0.922
Prior entropy
2.8074
Recall
0.922
Per class
Relative absolute error
0.091
Root mean prior squared error
0.3499
Root mean squared error
0.1493
Root relative squared error
0.4266