DEVELOPMENT... OpenML
Run
149511

Run 149511

Task 3766 (Supervised Classification) fri_c2_1000_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
0.8553
Per class
F measure
0.871
Per class
Kappa
0.7378
KB relative information score
720.0656
Mean absolute error
0.1398
Mean prior absolute error
0.4921
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.871
Per class
Predictive accuracy
0.871
Prior entropy
0.9886
Recall
0.871
Per class
Relative absolute error
0.2841
Root mean prior squared error
0.496
Root mean squared error
0.3499
Root relative squared error
0.7054
SciMark benchmark
929.0255
UserCPU time millis
50
UserCPU time millis testing
10
UserCPU time millis training
40