DEVELOPMENT... OpenML
Run
112274

Run 112274

Task 3716 (Supervised Classification) tecator 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
0.9484
Per class
Build CPU time
1.0454
Build memory
694490960
F measure
0.9417
Per class
Kappa
0.881
KB relative information score
210.1859
Mean absolute error
0.0602
Mean prior absolute error
0.4888
Number of instances
240
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9419
Per class
Predictive accuracy
0.9417
Prior entropy
0.984
Recall
0.9417
Per class
Relative absolute error
0.1232
Root mean prior squared error
0.4943
Root mean squared error
0.2427
Root relative squared error
0.4909
SciMark benchmark
916.8516