Run
155632

Run 155632

Task 187 (Supervised Data Stream Classification) BNG(zoo,nominal,1000000) Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)Moa implementation of AccuracyWeightedEnsemble
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_f10
moa.WEKAClassifier_REPTree(3)_lweka.classifiers.trees.REPTree
moa.WEKAClassifier_REPTree(3)_w0
moa.WEKAClassifier_REPTree(3)_i1000
moa.WEKAClassifier_REPTree(3)_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
0.9279
Per class
Confusion matrix
F measure
0.6885
Per class
Kappa
0.6256
KB relative information score
619558.8811
Mean absolute error
0.1178
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.6939
Per class
Predictive accuracy
0.7209
Prior entropy
2.8074
Recall
0.7209
Per class
Relative absolute error
0.4809
Root mean prior squared error
0.3499
Root mean squared error
0.2349
Root relative squared error
0.6712