Run
1590

Run 1590

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,nominal,1000000) 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
0.8758
Per class
Confusion matrix
F measure
0.8317
Per class
Kappa
0.6584
KB relative information score
568243.2884
Mean absolute error
0.2297
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8331
Per class
Predictive accuracy
0.8326
Prior entropy
1
Ram hours
0
Recall
0.8326
Per class
Relative absolute error
0.4594
Root mean prior squared error
0.5
Root mean squared error
0.3636
Root relative squared error
0.7272
Run CPU time
8.09