DEVELOPMENT... OpenML
Run
131188

Run 131188

Task 2073 (Supervised Classification) yeast Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(2)_I160
weka.AdaBoostM1_RandomForest(2)_P100
weka.AdaBoostM1_RandomForest(2)_S1
weka.AdaBoostM1_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.8428
Per class
Build CPU time
0.9196
Build memory
997965277.2884
F measure
0.5971
Per class
Kappa
0.4869
KB relative information score
718.2126
Mean absolute error
0.1019
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
0.5982
Per class
Predictive accuracy
0.6065
Prior entropy
2.5035
Recall
0.6065
Per class
Relative absolute error
0.6554
Root mean prior squared error
0.2787
Root mean squared error
0.2287
Root relative squared error
0.8204
SciMark benchmark
937.5757