Run
1096

Run 1096

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 09-04-2014 by Jan van Rijn
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Flow

moa.LeveragingBag_kNN(1)Moa implementation of LeveragingBag
moa.LeveragingBag_kNN(1)_a0.002
moa.LeveragingBag_kNN(1)_lmoa.classifiers.lazy.kNN
moa.LeveragingBag_kNN(1)_mLeveragingBag
moa.LeveragingBag_kNN(1)_ofalse
moa.LeveragingBag_kNN(1)_r1
moa.LeveragingBag_kNN(1)_s10
moa.LeveragingBag_kNN(1)_w6.0
moa.kNN(1)_k10
moa.kNN(1)_nLinearNN
moa.kNN(1)_w1000

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
0.9558
Per class
Confusion matrix
F measure
0.8494
Per class
Kappa
0.6661
KB relative information score
669741.6098
Mean absolute error
0.1695
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8706
Per class
Predictive accuracy
0.8572
Prior entropy
1
Ram hours
0.0027
Recall
0.8572
Per class
Relative absolute error
0.339
Root mean prior squared error
0.5
Root mean squared error
0.3199
Root relative squared error
0.6398
Run CPU time
14073.8