Run
155751

Run 155751

Task 169 (Supervised Data Stream Classification) BNG(dermatology,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)Moa implementation of AccuracyWeightedEnsemble
weka.OneR(1)_B6
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_OneR(1)_f10
moa.WEKAClassifier_OneR(2)_lweka.classifiers.rules.OneR
moa.WEKAClassifier_OneR(2)_w0
moa.WEKAClassifier_OneR(2)_i1000
moa.WEKAClassifier_OneR(2)_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
0.6642
Per class
Confusion matrix
F measure
0.3566
Per class
Kappa
0.2972
KB relative information score
445822.4315
Mean absolute error
0.1691
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.4189
Per class
Predictive accuracy
0.4947
Prior entropy
2.585
Recall
0.4947
Per class
Relative absolute error
0.6087
Root mean prior squared error
0.3727
Root mean squared error
0.4009
Root relative squared error
1.0757