DEVELOPMENT... OpenML
Run
19607

Run 19607

Task 50 (Supervised Classification) heart-h Uploaded 16-06-2014 by Felicia West
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weka.AdaBoostM1_LWL_DecisionStump(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_LWL_DecisionStump(1)_I20
weka.AdaBoostM1_LWL_DecisionStump(1)_P100
weka.AdaBoostM1_LWL_DecisionStump(1)_S1
weka.AdaBoostM1_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.8793
Per class
F measure
0.7967
Per class
Kappa
0.5547
KB relative information score
149.9104
Mean absolute error
0.082
Mean prior absolute error
0.1867
Number of instances
294
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7964
Per class
Predictive accuracy
0.7993
Prior entropy
1.0314
Recall
0.7993
Per class
Relative absolute error
0.4391
Root mean prior squared error
0.3037
Root mean squared error
0.2526
Root relative squared error
0.8316
SciMark benchmark
943.1107[555.1370662748691012.5880246437401484.3219757802961908.01521433887441755.4912331040343]