DEVELOPMENT... OpenML
Run
110882

Run 110882

Task 2119 (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)_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
0.7405
Per class
Build CPU time
5.538
Build memory
563561136
F measure
0.588
Per class
Kappa
0.4756
KB relative information score
249.548
Mean absolute error
0.0811
Mean prior absolute error
0.1553
Number of instances
489
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5926
Per class
Predictive accuracy
0.5951
Prior entropy
2.5035
Recall
0.5951
Per class
Relative absolute error
0.5224
Root mean prior squared error
0.2784
Root mean squared error
0.284
Root relative squared error
1.02
SciMark benchmark
943.7751