DEVELOPMENT... OpenML
Run
16802

Run 16802

Task 48 (Supervised Classification) heart-c Uploaded 05-06-2014 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)_I10
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
0.8596
Per class
F measure
0.8245
Per class
Kappa
0.6455
KB relative information score
184.1768
Mean absolute error
0.0701
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8253
Per class
Predictive accuracy
0.8251
Prior entropy
1.0792
Recall
0.8251
Per class
Relative absolute error
0.3498
Root mean prior squared error
0.315
Root mean squared error
0.2589
Root relative squared error
0.8218
SciMark benchmark
928.4053[551.2771025626125995.8423494929701470.73295553974066893.16526443179771731.008996151473]