DEVELOPMENT... OpenML
Run
24789

Run 24789

Task 11 (Supervised Classification) balance-scale Uploaded 17-07-2014 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
0.8786
Per class
F measure
0.7613
Per class
Kappa
0.6135
KB relative information score
305.8682
Mean absolute error
0.1897
Mean prior absolute error
0.3798
Number of instances
625
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7344
Per class
Predictive accuracy
0.7904
Prior entropy
1.3212
Recall
0.7904
Per class
Relative absolute error
0.4995
Root mean prior squared error
0.4356
Root mean squared error
0.312
Root relative squared error
0.7162
SciMark benchmark
898.2221[536.524355240505960.5956967556333458.4721693006554862.3157326653431673.2025234482053]