Run
2217

Run 2217

Task 164 (Supervised Data Stream Classification) BNG(credit-a,nominal,1000000) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.WEKAClassifier_REPTree(1)Moa implementation of WEKAClassifier
moa.WEKAClassifier_REPTree(1)_f0
moa.WEKAClassifier_REPTree(1)_i1000
moa.WEKAClassifier_REPTree(1)_lweka.classifiers.trees.REPTree
moa.WEKAClassifier_REPTree(1)_w0
weka.REPTree(2)_I0.0
weka.REPTree(2)_L-1
weka.REPTree(2)_M2
weka.REPTree(2)_N3
weka.REPTree(2)_S1
weka.REPTree(2)_V0.001

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.

20 Evaluation measures

Area under ROC curve
0.8908
Per class
Confusion matrix
F measure
0.8565
Per class
Kappa
0.7114
KB relative information score
579527.688
Mean absolute error
0.2273
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.86
Per class
Predictive accuracy
0.8561
Prior entropy
1
Ram hours
0
Recall
0.8561
Per class
Relative absolute error
0.4547
Root mean prior squared error
0.5
Root mean squared error
0.3385
Root relative squared error
0.677
Run CPU time
7.24