Run
2579

Run 2579

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 25-04-2014 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
0.7472
Per class
Confusion matrix
F measure
0.7236
Per class
Kappa
0.4442
KB relative information score
307337.4159
Mean absolute error
0.3614
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7253
Per class
Predictive accuracy
0.7251
Prior entropy
1
Ram hours
0
Recall
0.7251
Per class
Relative absolute error
0.7227
Root mean prior squared error
0.5
Root mean squared error
0.4519
Root relative squared error
0.9037
Run CPU time
24.83