Run
178077

Run 178077

Task 7375 (Supervised Data Stream Classification) BNG(autos,1000,5) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(1)Moa implementation of AccuracyWeightedEnsemble
moa.WEKAClassifier(1)_f0
moa.WEKAClassifier(1)_i1000
moa.WEKAClassifier(1)_lweka.classifiers.trees.DecisionStump
moa.WEKAClassifier(1)_w0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(1)_f10

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
0.7048
Per class
Confusion matrix
F measure
0.3586
Per class
Kappa
0.2084
KB relative information score
308425.2334
Mean absolute error
0.2025
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4418
Per class
Predictive accuracy
0.4386
Prior entropy
2.8074
Recall
0.4386
Per class
Relative absolute error
0.827
Root mean prior squared error
0.3499
Root mean squared error
0.3165
Root relative squared error
0.9044