DEVELOPMENT... OpenML
Run
149634

Run 149634

Task 3888 (Supervised Classification) grub-damage 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
0.7595
Per class
F measure
0.7507
Per class
Kappa
0.404
KB relative information score
39.7915
Mean absolute error
0.3232
Mean prior absolute error
0.4332
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7593
Per class
Predictive accuracy
0.7677
Prior entropy
0.9027
Recall
0.7677
Per class
Relative absolute error
0.746
Root mean prior squared error
0.465
Root mean squared error
0.425
Root relative squared error
0.914
SciMark benchmark
904.3001