DEVELOPMENT... OpenML
Run
149106

Run 149106

Task 6 (Supervised Classification) letter 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
0.9984
Per class
F measure
0.9493
Per class
Kappa
0.9472
KB relative information score
18380.1856
Mean absolute error
0.0132
Mean prior absolute error
0.074
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9497
Per class
Predictive accuracy
0.9493
Prior entropy
4.6998
Recall
0.9493
Per class
Relative absolute error
0.1779
Root mean prior squared error
0.1923
Root mean squared error
0.0645
Root relative squared error
0.3354
SciMark benchmark
930.32
UserCPU time millis
81710
UserCPU time millis testing
11730
UserCPU time millis training
69980

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