DEVELOPMENT... OpenML
Run
149090

Run 149090

Task 14 (Supervised Classification) mfeat-fourier Uploaded 07-02-2015 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
0.9787
Per class
F measure
0.8285
Per class
Kappa
0.8094
KB relative information score
1607.6448
Mean absolute error
0.0561
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
0.829
Per class
Predictive accuracy
0.8285
Prior entropy
3.3219
Recall
0.8285
Per class
Relative absolute error
0.3117
Root mean prior squared error
0.3
Root mean squared error
0.159
Root relative squared error
0.53
SciMark benchmark
918.4924
UserCPU time millis
7440
UserCPU time millis testing
290
UserCPU time millis training
7150

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