DEVELOPMENT... OpenML
Run
112049

Run 112049

Task 2073 (Supervised Classification) yeast 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
0.7861
Per class
Build CPU time
2.0208
Build memory
516865147.9946
F measure
0.5804
Per class
Kappa
0.465
KB relative information score
766.2642
Mean absolute error
0.0824
Mean prior absolute error
0.1555
Number of instances
1484
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5768
Per class
Predictive accuracy
0.5869
Prior entropy
2.5035
Recall
0.5869
Per class
Relative absolute error
0.5301
Root mean prior squared error
0.2787
Root mean squared error
0.2803
Root relative squared error
1.0056
SciMark benchmark
873.8637