DEVELOPMENT... OpenML
Run
149420

Run 149420

Task 3675 (Supervised Classification) pbc 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
0.6822
Per class
F measure
0.6867
Per class
Kappa
0.3671
KB relative information score
97.1448
Mean absolute error
0.391
Mean prior absolute error
0.495
Number of instances
418
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6868
Per class
Predictive accuracy
0.6866
Prior entropy
0.9928
Recall
0.6866
Per class
Relative absolute error
0.79
Root mean prior squared error
0.4975
Root mean squared error
0.4826
Root relative squared error
0.9701
SciMark benchmark
904.3001
UserCPU time millis
20
UserCPU time millis training
20