DEVELOPMENT... OpenML
Run
149153

Run 149153

Task 202 (Supervised Classification) BNG(glass,nominal,137781) 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
0.8849
Per class
F measure
0.6689
Per class
Kappa
0.5736
KB relative information score
71510.7072
Mean absolute error
0.1264
Mean prior absolute error
0.2115
Number of instances
137781
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6791
Per class
Predictive accuracy
0.6935
Prior entropy
2.2061
Recall
0.6935
Per class
Relative absolute error
0.5977
Root mean prior squared error
0.3252
Root mean squared error
0.2478
Root relative squared error
0.7621
SciMark benchmark
933.8635
UserCPU time millis
47510
UserCPU time millis testing
11460
UserCPU time millis training
36050