Run
159118

Run 159118

Task 184 (Supervised Data Stream Classification) BNG(vowel,nominal,1000000) Uploaded 12-02-2015 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
0.8717
Per class
Confusion matrix
F measure
0.4598
Per class
Kappa
0.4101
KB relative information score
434501.0955
Mean absolute error
0.1226
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.4584
Per class
Predictive accuracy
0.4638
Prior entropy
3.4594
Recall
0.4638
Per class
Relative absolute error
0.7415
Root mean prior squared error
0.2875
Root mean squared error
0.2482
Root relative squared error
0.8635