Run
177692

Run 177692

Task 7383 (Supervised Data Stream Classification) BNG(lymph,1000,1) 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
0.9631
Per class
Confusion matrix
F measure
0.8819
Per class
Kappa
0.7814
KB relative information score
809759.5219
Mean absolute error
0.0922
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8808
Per class
Predictive accuracy
0.8841
Prior entropy
2
Recall
0.8841
Per class
Relative absolute error
0.2459
Root mean prior squared error
0.433
Root mean squared error
0.209
Root relative squared error
0.4826