DEVELOPMENT... OpenML
Run
110822

Run 110822

Task 1773 (Supervised Classification) autos 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)_I160
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
0.8689
Per class
Build CPU time
0.429
Build memory
495959689.2878
F measure
0.7832
Per class
Kappa
0.72
KB relative information score
745.8571
Mean absolute error
0.0617
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7833
Per class
Predictive accuracy
0.7844
Prior entropy
2.3268
Recall
0.7844
Per class
Relative absolute error
0.2794
Root mean prior squared error
0.3318
Root mean squared error
0.2477
Root relative squared error
0.7467
SciMark benchmark
908.2898

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