DEVELOPMENT... OpenML
Run
112024

Run 112024

Task 1817 (Supervised Classification) vehicle Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

21 Evaluation measures

Area under ROC curve
0.8753
Per class
Build CPU time
0.6749
Build memory
792515960
F measure
0.762
Per class
Kappa
0.6866
KB relative information score
3034.0593
Mean absolute error
0.118
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7601
Per class
Predictive accuracy
0.765
Prior entropy
1.9991
Recall
0.765
Per class
Relative absolute error
0.3147
Root mean prior squared error
0.4329
Root mean squared error
0.3385
Root relative squared error
0.7818
SciMark benchmark
923.9118