DEVELOPMENT... OpenML
Run
149489

Run 149489

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.8497
Per class
F measure
0.8642
Per class
Kappa
0.7157
KB relative information score
337.6057
Mean absolute error
0.1578
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8646
Per class
Predictive accuracy
0.864
Prior entropy
0.9664
Recall
0.864
Per class
Relative absolute error
0.3311
Root mean prior squared error
0.4882
Root mean squared error
0.3561
Root relative squared error
0.7295
SciMark benchmark
929.0255
UserCPU time millis
20
UserCPU time millis training
20