Run
1367

Run 1367

Task 189 (Supervised Data Stream Classification) covertype Uploaded 18-04-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9872
Per class
Confusion matrix
F measure
0.9218
Per class
Kappa
0.8747
KB relative information score
533954.9147
Mean absolute error
0.0291
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.9217
Per class
Predictive accuracy
0.9223
Prior entropy
2.8074
Ram hours
0.0013
Recall
0.9223
Per class
Relative absolute error
0.1188
Root mean prior squared error
0.3499
Root mean squared error
0.1245
Root relative squared error
0.3558
Run CPU time
5671.17