DEVELOPMENT... OpenML
Run
23392

Run 23392

Task 6 (Supervised Classification) letter Uploaded 24-06-2014 by Felicia West
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Flow

weka.END_ND_J48(1)Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.
weka.END_ND_J48(1)_I10
weka.END_ND_J48(1)_S1
weka.END_ND_J48(1)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.J48(1)_C0.25
weka.J48(1)_M2
weka.ND_J48(1)_S1
weka.ND_J48(1)_Wweka.classifiers.trees.J48

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.

19 Evaluation measures

Area under ROC curve
0.9984
Per class
F measure
0.9493
Per class
Kappa
0.9472
KB relative information score
18380.1856
Mean absolute error
0.0132
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9497
Per class
Predictive accuracy
0.9493
Prior entropy
4.6998
Recall
0.9493
Per class
Relative absolute error
0.1779
Root mean prior squared error
0.1923
Root mean squared error
0.0645
Root relative squared error
0.3354
SciMark benchmark
941.8509[560.66883299690021010.9942233373424477.6431293423355908.95975824819551750.9885882679507]