Run
1832196

Run 1832196

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier(2)Moa implementation of AccuracyWeightedEnsemble
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_f10
moa.WEKAClassifier(2)_lweka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007"
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
0.9406
Per class
Confusion matrix
F measure
0.9073
Per class
Kappa
0.8147
KB relative information score
633710.8911
Mean absolute error
0.1776
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9073
Per class
Predictive accuracy
0.9073
Prior entropy
2.3219
Recall
0.9073
Per class
Relative absolute error
0.5549
Root mean prior squared error
0.4
Root mean squared error
0.2819
Root relative squared error
0.7047