DEVELOPMENT... OpenML
Run
22053

Run 22053

Task 2073 (Supervised Classification) yeast Uploaded 21-06-2014 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
0.8244
Per class
F measure
0.5957
Per class
Kappa
0.4887
KB relative information score
661.6584
Mean absolute error
0.1082
Mean prior absolute error
0.1555
Number of instances
1484
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.591
Per class
Predictive accuracy
0.6085
Prior entropy
2.5035
Recall
0.6085
Per class
Relative absolute error
0.696
Root mean prior squared error
0.2787
Root mean squared error
0.2332
Root relative squared error
0.8366
SciMark benchmark
945.9015[564.6619124438491015.2555353338006483.6674820550281912.12253004766961753.799996626104]