DEVELOPMENT... OpenML
Run
149266

Run 149266

Task 3507 (Supervised Classification) vehicle_sensIT 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
0.8163
Per class
F measure
0.8358
Per class
Kappa
0.6725
KB relative information score
59972.1766
Mean absolute error
0.2051
Mean prior absolute error
0.5
Number of instances
98528
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8395
Per class
Predictive accuracy
0.8362
Prior entropy
1
Recall
0.8362
Per class
Relative absolute error
0.4102
Root mean prior squared error
0.5
Root mean squared error
0.3848
Root relative squared error
0.7696
SciMark benchmark
935.8834
UserCPU time millis
370910
UserCPU time millis testing
2790
UserCPU time millis training
368120