DEVELOPMENT... OpenML
Run
21575

Run 21575

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 19-06-2014 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
0.9949
Per class
F measure
0.94
Per class
Kappa
0.9333
KB relative information score
1743.0049
Mean absolute error
0.0407
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9401
Per class
Predictive accuracy
0.94
Prior entropy
3.3219
Recall
0.94
Per class
Relative absolute error
0.2263
Root mean prior squared error
0.3
Root mean squared error
0.1156
Root relative squared error
0.3852
SciMark benchmark
921.8105[556.7317897675096985.1507769354696467.86139427096174891.04013534266231708.2681538059594]