Run
1835462

Run 1835462

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 26-10-2016 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.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n16.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r32.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.trees.J48 -C 0.25 -M 2
moa.WEKAClassifier(2)_w0
moa.WEKAClassifier(2)_i1000
moa.WEKAClassifier(2)_f0

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.

18 Evaluation measures

Area under ROC curve
0.9461
Per class
Confusion matrix
F measure
0.8812
Per class
Kappa
0.7592
KB relative information score
658112.3238
Mean absolute error
0.1845
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8813
Per class
Predictive accuracy
0.8814
Prior entropy
1
Recall
0.8814
Per class
Relative absolute error
0.3691
Root mean prior squared error
0.5
Root mean squared error
0.2962
Root relative squared error
0.5924