Run
177961

Run 177961

Task 7388 (Supervised Data Stream Classification) BNG(lymph,5000,10) Uploaded 23-02-2015 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
0.9545
Per class
Confusion matrix
F measure
0.8697
Per class
Kappa
0.7587
KB relative information score
788256.5014
Mean absolute error
0.1024
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8683
Per class
Predictive accuracy
0.8721
Prior entropy
2
Recall
0.8721
Per class
Relative absolute error
0.273
Root mean prior squared error
0.433
Root mean squared error
0.2201
Root relative squared error
0.5083