DEVELOPMENT... OpenML
Run
149455

Run 149455

Task 3710 (Supervised Classification) fri_c0_1000_10 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
0.8294
Per class
F measure
0.8299
Per class
Kappa
0.6597
KB relative information score
627.8499
Mean absolute error
0.191
Mean prior absolute error
0.4998
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
0.8301
Per class
Predictive accuracy
0.83
Prior entropy
0.9998
Recall
0.83
Per class
Relative absolute error
0.3821
Root mean prior squared error
0.4999
Root mean squared error
0.397
Root relative squared error
0.794
SciMark benchmark
904.3001
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30