DEVELOPMENT... OpenML
Run
110903

Run 110903

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)_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
0.7504
Per class
Build CPU time
8.9328
Build memory
420773951.3747
F measure
0.5894
Per class
Kappa
0.476
KB relative information score
773.1186
Mean absolute error
0.081
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
0.5863
Per class
Predictive accuracy
0.5957
Prior entropy
2.5035
Recall
0.5957
Per class
Relative absolute error
0.5208
Root mean prior squared error
0.2787
Root mean squared error
0.283
Root relative squared error
1.0155
SciMark benchmark
890.3066