Run
571399

Run 571399

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 03-05-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(1)Moa implementation of BlastWindowed
moa.BlastWindowed(1)_w10000
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
0.9184
Per class
Confusion matrix
F measure
0.9184
Per class
Kappa
0.8368
KB relative information score
907078.4437
Mean absolute error
0.0326
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9184
Per class
Predictive accuracy
0.9184
Prior entropy
2.3219
Recall
0.9184
Per class
Relative absolute error
0.102
Root mean prior squared error
0.4
Root mean squared error
0.1807
Root relative squared error
0.4517