DEVELOPMENT... OpenML
Run
149274

Run 149274

Task 3522 (Supervised Classification) tr11.wc Uploaded 08-02-2015 by Felicia West
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Flow

weka.END_ND_J48(2)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.J48(3)_C0.25
weka.J48(3)_M2
weka.END_ND_J48(2)_S1
weka.END_ND_J48(2)_I10
weka.END_ND_J48(2)_Wweka.classifiers.meta.nestedDichotomies.ND
weka.ND_J48(2)_S1
weka.ND_J48(2)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9803
Per class
F measure
0.8592
Per class
Kappa
0.8313
KB relative information score
322.5828
Mean absolute error
0.0551
Mean prior absolute error
0.1808
Number of instances
414
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8627
Per class
Predictive accuracy
0.8647
Prior entropy
2.7236
Recall
0.8647
Per class
Relative absolute error
0.3047
Root mean prior squared error
0.3004
Root mean squared error
0.1528
Root relative squared error
0.5086
SciMark benchmark
901.0726
UserCPU time millis
154990
UserCPU time millis testing
50
UserCPU time millis training
154940