DEVELOPMENT... OpenML
Run
177691

Run 177691

Task 7384 (Supervised Data Stream Classification) BNG(lymph,1000,5) Uploaded 23-02-2015 by Jason
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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
0.9212
Per class
Confusion matrix
F measure
0.8267
Per class
Kappa
0.6771
KB relative information score
727563.7687
Mean absolute error
0.1293
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8257
Per class
Predictive accuracy
0.8279
Prior entropy
2
Recall
0.8279
Per class
Relative absolute error
0.3447
Root mean prior squared error
0.433
Root mean squared error
0.2541
Root relative squared error
0.5868