Run
571236

Run 571236

Task 192 (Supervised Data Stream Classification) LED(50000) 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
0.7757
Per class
Confusion matrix
F measure
0.593
Per class
Kappa
0.5515
KB relative information score
577887.3092
Mean absolute error
0.0807
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.5928
Per class
Predictive accuracy
0.5964
Prior entropy
3.3219
Recall
0.5964
Per class
Relative absolute error
0.4485
Root mean prior squared error
0.3
Root mean squared error
0.2841
Root relative squared error
0.9471