DEVELOPMENT... OpenML
Run
14130

Run 14130

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 by Felicia West
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Flow

weka.AdaBoostM1_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_DecisionStump(1)_I40
weka.AdaBoostM1_DecisionStump(1)_P100
weka.AdaBoostM1_DecisionStump(1)_S1
weka.AdaBoostM1_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
0.8984
Per class
F measure
0.8309
Per class
Kappa
0.6584
KB relative information score
169.0807
Mean absolute error
0.0845
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
0.8324
Per class
Predictive accuracy
0.8317
Prior entropy
1.0792
Recall
0.8317
Per class
Relative absolute error
0.4218
Root mean prior squared error
0.315
Root mean squared error
0.2247
Root relative squared error
0.7135
SciMark benchmark
947.9566[569.26915858038541015.52310425331483.6674820550281912.43998791392861758.8835103978397]