Run
1835378

Run 1835378

Task 189 (Supervised Data Stream Classification) covertype Uploaded 26-10-2016 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)_n32.0
moa.AccuracyWeightedEnsemble_WEKAClassifier(2)_r64.0
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
0.9441
Per class
Confusion matrix
F measure
0.8336
Per class
Kappa
0.7379
KB relative information score
477613.8487
Mean absolute error
0.0618
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8364
Per class
Predictive accuracy
0.84
Prior entropy
2.8074
Recall
0.84
Per class
Relative absolute error
0.2524
Root mean prior squared error
0.3499
Root mean squared error
0.184
Root relative squared error
0.5259