DEVELOPMENT... OpenML
Run
120757

Run 120757

Task 2119 (Supervised Classification) yeast Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I40
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.7728
Per class
Build CPU time
115.321
Build memory
280917848
F measure
0.5656
Per class
Kappa
0.4435
KB relative information score
240.0916
Mean absolute error
0.0855
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
0.5646
Per class
Predictive accuracy
0.5726
Prior entropy
2.5035
Recall
0.5726
Per class
Relative absolute error
0.5504
Root mean prior squared error
0.2784
Root mean squared error
0.2868
Root relative squared error
1.0302
SciMark benchmark
933.4498