Run
155631

Run 155631

Task 189 (Supervised Data Stream Classification) covertype Uploaded 11-02-2015 by Jan van Rijn
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Flow

moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)Moa implementation of AccuracyWeightedEnsemble
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_lmoa.classifiers.meta.WEKAClassifier
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_n15.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_r30.0
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_c1000
moa.AccuracyWeightedEnsemble_WEKAClassifier_REPTree(1)_f10
moa.WEKAClassifier_REPTree(3)_lweka.classifiers.trees.REPTree
moa.WEKAClassifier_REPTree(3)_w0
moa.WEKAClassifier_REPTree(3)_i1000
moa.WEKAClassifier_REPTree(3)_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
0.9479
Per class
Confusion matrix
F measure
0.8413
Per class
Kappa
0.748
KB relative information score
481838.5567
Mean absolute error
0.0592
Mean prior absolute error
0.2449
Number of instances
581012
Per class
Precision
0.8421
Per class
Predictive accuracy
0.8455
Prior entropy
2.8074
Recall
0.8455
Per class
Relative absolute error
0.2417
Root mean prior squared error
0.3499
Root mean squared error
0.181
Root relative squared error
0.5172