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Run
15717

Run 15717

Task 38 (Supervised Classification) ecoli Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(1)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(1)_I20
weka.AdaBoostM1_RandomForest(1)_P100
weka.AdaBoostM1_RandomForest(1)_S1
weka.AdaBoostM1_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9221
Per class
F measure
0.8536
Per class
Kappa
0.8092
KB relative information score
258.1878
Mean absolute error
0.0342
Mean prior absolute error
0.1828
Number of instances
336
Per class
Precision
0.8494
Per class
Predictive accuracy
0.8631
Prior entropy
2.2353
Recall
0.8631
Per class
Relative absolute error
0.1871
Root mean prior squared error
0.3016
Root mean squared error
0.1839
Root relative squared error
0.6096