DEVELOPMENT... OpenML
Run
149331

Run 149331

Task 3586 (Supervised Classification) abalone 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
0.8139
Per class
F measure
0.7752
Per class
Kappa
0.5504
KB relative information score
1810.76
Mean absolute error
0.2988
Mean prior absolute error
0.5
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7754
Per class
Predictive accuracy
0.7752
Prior entropy
1
Recall
0.7752
Per class
Relative absolute error
0.5976
Root mean prior squared error
0.5
Root mean squared error
0.4143
Root relative squared error
0.8285
SciMark benchmark
904.3001
UserCPU time millis
130
UserCPU time millis testing
40
UserCPU time millis training
90