Run
1595

Run 1595

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 23-04-2014 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
0.87
Per class
Confusion matrix
F measure
0.6223
Per class
Kappa
0.5805
KB relative information score
596667.0562
Mean absolute error
0.0907
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6313
Per class
Predictive accuracy
0.6224
Prior entropy
3.3219
Ram hours
0
Recall
0.6224
Per class
Relative absolute error
0.5036
Root mean prior squared error
0.3
Root mean squared error
0.2317
Root relative squared error
0.7725
Run CPU time
29.26