Run
166245

Run 166245

Task 174 (Supervised Data Stream Classification) BNG(soybean) Uploaded 18-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)Moa implementation of AccuracyWeightedEnsemble
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_Logistic(1)_f10
moa.WEKAClassifier_Logistic(1)_lweka.classifiers.functions.Logistic
moa.WEKAClassifier_Logistic(1)_w0
moa.WEKAClassifier_Logistic(1)_i1000
moa.WEKAClassifier_Logistic(1)_f0

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
0.9913
Per class
Confusion matrix
F measure
0.8965
Per class
Kappa
0.8872
KB relative information score
900331.5564
Mean absolute error
0.0182
Mean prior absolute error
0.0997
Number of instances
1000000
Per class
Precision
0.8981
Per class
Predictive accuracy
0.8971
Prior entropy
4.2479
Recall
0.8971
Per class
Relative absolute error
0.1822
Root mean prior squared error
0.2233
Root mean squared error
0.0898
Root relative squared error
0.4021