DEVELOPMENT... OpenML
Run
18395

Run 18395

Task 37 (Supervised Classification) diabetes Uploaded 10-06-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.

19 Evaluation measures

Area under ROC curve
0.7522
Per class
F measure
0.7553
Per class
Kappa
0.4524
KB relative information score
351.808
Mean absolute error
0.2364
Mean prior absolute error
0.4545
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7557
Per class
Predictive accuracy
0.7617
Prior entropy
0.9335
Recall
0.7617
Per class
Relative absolute error
0.5201
Root mean prior squared error
0.4766
Root mean squared error
0.48
Root relative squared error
1.007
SciMark benchmark
945.4043[564.29653665317711013.1204302006943482.58056402979616914.34953743383911752.6742701479243]