DEVELOPMENT... OpenML
Run
149640

Run 149640

Task 3895 (Supervised Classification) gina_prior 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
0.8683
Per class
F measure
0.8731
Per class
Kappa
0.7462
KB relative information score
2555.4494
Mean absolute error
0.1334
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8731
Per class
Predictive accuracy
0.8731
Prior entropy
0.9998
Recall
0.8731
Per class
Relative absolute error
0.2668
Root mean prior squared error
0.4999
Root mean squared error
0.3471
Root relative squared error
0.6943
SciMark benchmark
904.3001
UserCPU time millis
6450
UserCPU time millis testing
40
UserCPU time millis training
6410